Publications

A thumbnail of the journal or conference cover of Integrating hyperspectral radiative transfer modeling and Machine learning for enhanced nitrogen sensing in almond leaves

Journal Article ⏐ Computers and Electronics in Agriculture 2025Journal Article ⏐ Comput. Electron. Agric. 2025

Publication

Integrating Hyperspectral Radiative Transfer Modeling and Machine Learning for Enhanced Nitrogen Sensing in Almond Leaves

Chakraborty, Momtanu,Alireza Pourreza,Sirapoom Peanusaha,Parastoo Farajpoor,Sat Khalsa,and Patrick H Brown

DOI: https://doi.org/10.1016/j.compag.2025.110195

Publication

A thumbnail of the journal or conference cover of Initializing a public repository for hosting benchmark datasets to facilitate machine learning model development in food safety

Journal Article ⏐ Journal of Food Protection 2025Journal Article ⏐ JFP 2025

Publication

Initializing a Public Repository for Hosting Benchmark Datasets to Facilitate Machine Learning Model Development in Food Safety

Qian, Chenhao,Huan Yang,Jayadev Acharya,Jingqiu Liao,Renata Ivanek,and Martin Wiedmann

DOI: 10.1016/j.jfp.2025.100463

Publication

A thumbnail of the journal or conference cover of 3D radiative transfer modeling of almond canopy for nitrogen estimation by hyperspectral imaging

Journal Article ⏐ Precision Agriculture 2024Journal Article ⏐ Precis. Agric. 2024

Publication

3D Radiative Transfer Modeling of Almond Canopy for Nitrogen Estimation by Hyperspectral Imaging

Oswald, Damian,Alireza Pourreza,Montanu Chakraborty,Sat Khalsa,and Patrick H Brown

DOI: 10.1007/s11119-024-10207-z

Publication

A thumbnail of the journal or conference cover of FoodAtlas: Automated knowledge extraction of food and chemicals from literature

Journal Article ⏐ Computers in Biology and Medicine 2024Journal Article ⏐ Comput. Biol. Med. 2024

Publication

FoodAtlas: Automated Knowledge Extraction of Food and Chemicals From Literature

Youn, Jason,Fangzhou Li,Gabriel Simmons,Shanghyeon Kim,and Ilias Tagkopoulos

DOI: https://doi.org/10.1016/j.compbiomed.2024.109072

Publication

A thumbnail of the journal or conference cover of When Federated Learning Meets Oligopoly Competition: Stability and Model Differentiation

Journal Article ⏐ IEEE Internet of Things Journal 2024Journal Article ⏐ IEEE Internet Things J. 2024

Publication

When Federated Learning Meets Oligopoly Competition: Stability and Model Differentiation

Huang, Chao,Justin Dachille,and Xin Liu

DOI: 10.1109/JIOT.2024.3400216

Publication

A thumbnail of the journal or conference cover of Why is usefulness rarely useful

Journal Article ⏐ bioRxiv 2024Journal Article ⏐ bioRxiv 2024

Publication

Why Is Usefulness Rarely Useful

Wang, Fangyi,Mitchell Feldmann,and Daniel Runcie

DOI: 10.1101/2024.04.12.589314

Publication

A thumbnail of the journal or conference cover of Developing an Agent-Based Model that Predicts Listeria spp. Transmission to Assess Listeria Control Strategies in Retail Stores

Journal Article ⏐ Journal of Food Protection 2024Journal Article ⏐ JFP 2024

Publication

Developing an Agent-Based Model That Predicts Listeria Spp. Transmission to Assess Listeria Control Strategies in Retail Stores

Jung, YeonJin,Chenhao Qian,Cecil Barnett-Neefs,Renata Ivanek,and Martin Wiedmann

DOI: https://doi.org/10.1016/j.jfp.2024.100337

Publication

A thumbnail of the journal or conference cover of A Compact Handheld Sensor Package with Sensor Fusion for Comprehensive and Robust 3D Mapping

Journal Article ⏐ Sensors 2024Journal Article ⏐ Sensors 2024

Publication

A Compact Handheld Sensor Package with Sensor Fusion for Comprehensive and Robust 3D Mapping

Wei, Peng,Kaiming Fu,Juan Villacres,Thomas Ke,Kay Krachenfels,Curtis R Stofer,Nima A Bayati,Qikai Gao,Bill Zhang,Eric Vanacker,and Zhaodan Kong

DOI: 10.3390/s24082494

Publication

A thumbnail of the journal or conference cover of A Computational Framework for Precise Aerial Agricultural Spray Delivery Processes

Journal Article ⏐ Archives of Computational Methods in Engineering 2024Journal Article ⏐ Arch. Comput. Methods Eng. 2024

Publication

A Computational Framework for Precise Aerial Agricultural Spray Delivery Processes

Betancourt, Omar,I Li,Emre Mengi,L Corrales,and Tarek I Zohdi

DOI: https://doi.org/10.1007/s11831-024-10106-6

Publication

A thumbnail of the journal or conference cover of White Paper: Artificial Intelligence for Food and Health

Workshop Article ⏐ AI + Food Systems Data to Enhance Human and Planetary Health Workshop 2024Workshop Article ⏐ AI for Food and Health Workshop 2024

Publication

White Paper: Artificial Intelligence for Food and Health

Ng, Christie Waisum,Justin Siegel,Arielle Yoo,Ilias Tagkopoulos,and Ginger Welsh

Publication

A thumbnail of the journal or conference cover of Filamentous fungal pellets as a novel and sustainable encapsulation matrix for exogenous bioactive compounds

Journal Article ⏐ Food & Function 2024Journal Article ⏐ Food Funct. 2024

Publication

Filamentous Fungal Pellets As a Novel and Sustainable Encapsulation Matrix for Exogenous Bioactive Compounds

Lu, Yixing,Minami Ogawa,Jaime M Garcia,and Nitin Nitin

DOI: 10.1039/d3fo04425d

Publication

A thumbnail of the journal or conference cover of DAVIS-Ag: A Synthetic Plant Dataset for Developing Domain-Inspired Active Vision in Agricultural Robots

Conference Article ⏐ IEEE/RSJ International Conference on Intelligent Robots and Systems 2024Conference Article ⏐ IROS 2024

DAVIS-Ag: A Synthetic Plant Dataset for Developing Domain-Inspired Active Vision in Agricultural Robots

Choi, Taeyeong,Dario Guevara,Zifei Cheng,Grisha Bandodkar,Chonghan Wang,Brian N Bailey,Mason Earles,and Xin Liu

A thumbnail of the journal or conference cover of Machine Learning and Taguchi DOE Combined Approach for Modeling Dynamic Ultrasound-Assisted Fresh-Cut Leafy Green Sanitation

Journal Article ⏐ ACS Sustainable Chemistry & Engineering 2024Journal Article ⏐ ACS Sustain. Chem. Eng. 2024

Publication

Machine Learning and Taguchi DOE Combined Approach for Modeling Dynamic Ultrasound-Assisted Fresh-Cut Leafy Green Sanitation

Dong, Mengyi,Manan Mehta,Caroline Lee,Melannie Kavannaugh,Chenhui Shao,Matt Stasiewicz,and Hao Feng

DOI: 10.1021/acssuschemeng.3c06025

Publication

A thumbnail of the journal or conference cover of Design and control of a collision-resilient aerial vehicle with an icosahedron tensegrity structure

Journal Article ⏐ IEEE/ASME Transactions on Mechatronics 2024Journal Article ⏐ TMECH 2024

Publication

Design and Control of a Collision-resilient Aerial Vehicle with an Icosahedron Tensegrity Structure

Zha, Jiaming,Xiangyu Wu,Ryan Dimick,and Mark Mueller

DOI: 10.1109/TMECH.2023.3346749

Publication

A thumbnail of the journal or conference cover of Promoting Collaboration in Cross-Silo Federated Learning: Challenges and Opportunities

Journal Article ⏐ IEEE communications magazine 2023Journal Article ⏐ IEEE Commun. Mag. 2023

Publication

Promoting Collaboration in Cross-Silo Federated Learning: Challenges and Opportunities

Huang, Chao,Ming Tang,Qian Ma,Jianwei Huang,and Xin Liu

DOI: 10.1109/MCOM.005.2300467

Publication

A thumbnail of the journal or conference cover of CLARA: A Constrained Reinforcement Learning Based Resource Allocation Framework for Network Slicing

Conference Article ⏐ IEEE Transactions on Big Data 2023Conference Article ⏐ IEEE Trans. Big Data 2023

CLARA: A Constrained Reinforcement Learning Based Resource Allocation Framework for Network Slicing

Liu, Yongshuai,Jiaxin Ding,Zhi-Li Zhang,and Xin Liu

DOI: 10.1109/BigData52589.2021.9671840

A thumbnail of the journal or conference cover of Safer not to know? Shaping liability law and policy to incentivize adoption of predictive AI technologies in the food system

Journal Article ⏐ Frontiers in Artificial Intelligence 2023Journal Article ⏐ Front. Artif. Intell. 2023

Publication

Safer Not to Know? Shaping Liability Law and Policy to Incentivize Adoption of Predictive AI Technologies in the Food System

Alexander, Carrie S,Aaron Smith,and Renata Ivanek

DOI: 10.3389/frai.2023.1298604

Publication

A thumbnail of the journal or conference cover of A Digital-Twin and Rapid Optimization Framework for Optical Design of Indoor Farming Systems

Journal Article ⏐ Computational Mechanics 2023Journal Article ⏐ Comput. Mech. 2023

Publication

A Digital-Twin and Rapid Optimization Framework for Optical Design of Indoor Farming Systems

Mengi, Emre,Carla Becker,Mostafa Sedky,Shao-Yi Yu,and Tarek I Zohdi

DOI: 10.1007/s00466-023-02421-9

Publication

A thumbnail of the journal or conference cover of An Open-Source Simulation Toolbox for Annotation of Images and Point Clouds in Agricultural Scenarios

Journal Article ⏐ International Symposium on Visual Computing 2023Journal Article ⏐ ISVC 2023

Publication

An Open-Source Simulation Toolbox for Annotation of Images and Point Clouds in Agricultural Scenarios

Guevara, Dario,Amogh Joshi,Pranav Raja,Elisabeth Forrestel,Brian N Bailey,and Mason Earles

DOI: 10.1007/978-3-031-47969-4_43

Publication

A thumbnail of the journal or conference cover of Surveying Nutrient Assessment with Photographs of Meals (SNAPMe): A Benchmark Dataset of Food Photos for Dietary Assessment

Journal Article ⏐ Nutrients 2023Journal Article ⏐ Nutrients 2023

Publication

Surveying Nutrient Assessment with Photographs of Meals (SNAPMe): A Benchmark Dataset of Food Photos for Dietary Assessment

Larke, Jules A,Elizabeth L Chin,Yazmine Bouzid,Tu Nguyen,Yael Vainberg,Dong H Lee,Hamed Pirsiavash,Jennifer T Smilowitz,and Danielle G Lemay

DOI: 10.3390/nu15234972

Publication

A thumbnail of the journal or conference cover of Image-based assessment and machine learning-enabled prediction of printability of polysaccharides-based food ink for 3D printing

Journal Article ⏐ Food Research International 2023Journal Article ⏐ Food Res. Int. 2023

Publication

Image-based Assessment and Machine Learning-enabled Prediction of Printability of Polysaccharides-based Food Ink for 3D Printing

Lu, Yixing,Rewa Rai,and Nitin Nitin

DOI: 10.1016/j.foodres.2023.113384

Publication

A thumbnail of the journal or conference cover of Standardizing and Centralizing Datasets for Efficient Training of Agricultural Deep Learning Models

Journal Article ⏐ Plant Phenomics 2023Journal Article ⏐ Plant Phenomics 2023

GitHub

Publication

Standardizing and Centralizing Datasets for Efficient Training of Agricultural Deep Learning Models

Joshi, Amogh,Dario Guevara,and Mason Earles

DOI: 10.34133/plantphenomics.0084

GitHub

Publication

A thumbnail of the journal or conference cover of Balanced semisupervised generative adversarial network for damage assessment from low-data imbalanced-class regime

Journal Article ⏐ Computer-Aided Civil and Infrastructure Engineering 2023Journal Article ⏐ Comput.-Aided Civ. Inf. 2023

Balanced Semisupervised Generative Adversarial Network for Damage Assessment From Low-data Imbalanced-class Regime

Gao, Yuqing,Phengyuan Zhai,and Khalid M Mosalam

DOI: 10.1111/mice.12741

A thumbnail of the journal or conference cover of Early almond yield forecasting by bloom mapping using aerial imagery and deep learning

Journal Article ⏐ Computeres and Electronics in Agriculture 2023Journal Article ⏐ Comput. Electron. Agric. 2023

Publication

Early Almond Yield Forecasting by Bloom Mapping Using Aerial Imagery and Deep Learning

Chakraborty, Momtanu,Alireza Pourreza,Xin Zhang,Hamid Jafarbiglu,Kenneth A Shackel,and Theodore DeJong

DOI: 10.1016/j.compag.2023.108063

Publication

A thumbnail of the journal or conference cover of Who is responsible for ‘Responsible AI’?: Navigating challenges to build trust in AI agriculture and food system technology

Journal Article ⏐ Precision Agriculture 2023Journal Article ⏐ Precis. Agric. 2023

Publication

Who Is Responsible for ‘Responsible AI’?: Navigating Challenges to Build Trust in AI Agriculture and Food System Technology

Alexander, Carrie S,Mark Yarborough,and Aaron Smith

DOI: 10.1007/s11119-023-10063-3

Publication

A thumbnail of the journal or conference cover of Crop-driven optimization of agrivoltaics using a digital-replica framework

Journal Article ⏐ Smart Agricultural Technology 2023Journal Article ⏐ Smart Agric. Technol. 2023

Publication

Crop-driven Optimization of Agrivoltaics Using a Digital-replica Framework

Mengi, Emre,Omar A Samara,and Tarek I Zohdi

DOI: 10.1016/j.atech.2022.100168

Publication

Journal Article ⏐ IEEE Transactions on Network Science and Engineering 2023Journal Article ⏐ IEEE Trans. Netw. Sci. Eng. 2023

Duopoly Business Competition in Cross-Silo Federated Learning

Huang, Chao,Shuqi Ke,and Xin Liu

DOI: 10.1109/TNSE.2023.3297880

A thumbnail of the journal or conference cover of Quantifying Causal Path-Specific Importance in Structural Causal Model

Journal Article ⏐ Computation 2023Journal Article ⏐ Computation 2023

Publication

Quantifying Causal Path-Specific Importance in Structural Causal Model

Wang, Xiaoxiao,Minda Zhao,Fanyu Meng,Xin Liu,Zhaodan Kong,and Xin Chen

DOI: 10.3390/computation11070133

Publication

A thumbnail of the journal or conference cover of Multiattribute multitask transformer framework for vision-based structural health monitoring

Journal Article ⏐ Computer-Aided Civil and Infrastructure Engineering 2023Journal Article ⏐ Comput. -Aided Civ. Infrastruct. Eng. 2023

Publication

Multiattribute Multitask Transformer Framework for Vision-based Structural Health Monitoring

Gao, Yuqing,Jianfei Yang,Hanjie Qian,and Khalid M Mosalam

DOI: 10.1111/mice.13067

Publication

Journal Article ⏐ Computer Methods in Applied Mechanics and Engineering 2023Journal Article ⏐ Comput. Methods Appl. Mech. Eng. 2023

A Machine-learning Digital-twin for Rapid Large-scale Solar-thermal Energy System Design

Zohdi, Tarek I

DOI: 10.1016/j.cma.2023.115991

A thumbnail of the journal or conference cover of Causal explanation for reinforcement learning: quantifying state and temporal importance

Journal Article ⏐ Applied Intelligence 2023Journal Article ⏐ APIN 2023

Publication

Causal Explanation for Reinforcement Learning: Quantifying State and Temporal Importance

Wang, Xiaoxiao,Fanyu Meng,Xin Liu,Zhaodan Kong,and Xin Chen

DOI: 10.1007/s10489-023-04649-7

Publication

Conference Article ⏐ American Control Conference 2023Conference Article ⏐ ACC 2023

Safe Human-Robot Collaborative Transportation Via Trust-Driven Role Adaptation

Zheng, Tony,Monimoy Bujarbaruah,Yvonne R Stürz,and Francesco Borrelli

DOI: 10.23919/ACC55779.2023.10156494

A thumbnail of the journal or conference cover of Estimation of tomato water status with photochemical reflectance index and machine learning: Assessment from proximal sensors and UAV imagery

Journal Article ⏐ Frontiers in Plant Science 2023Journal Article ⏐ Front. Plant Sci. 2023

Publication

Estimation of Tomato Water Status with Photochemical Reflectance Index and Machine Learning: Assessment From Proximal Sensors and UAV Imagery

Tang, Zhehan,Yufang Jin,Patrick H Brown,and Meerae Park

DOI: 10.3389/fpls.2023.1057733

Publication

A thumbnail of the journal or conference cover of A Greedy Agglomerative Framework for Clustered Federated Learning

Journal Article ⏐ IEEE Transactions on Industrial Informatics 2023Journal Article ⏐ IEEE TII 2023

Publication

A Greedy Agglomerative Framework for Clustered Federated Learning

Mehta, Manan,and Chenhui Shao

DOI: 10.1109/TII.2023.3252599

Publication

A thumbnail of the journal or conference cover of Modeling and Simulation of Infectious Diseases

Book ⏐ Springer Cham 2023

Publication

Modeling and Simulation of Infectious Diseases Microscale Transmission, Decontamination and Macroscale Propagation

Zohdi, Tarek I

DOI: 10.1007/978-3-031-18053-8

Publication

A thumbnail of the journal or conference cover of Impact of sun-view geometry on canopy spectral reflectance variability

Journal Article ⏐ ISPRS Journal of Photogrammetry and Remote Sensing 2023Journal Article ⏐ ISPRS J. Photogramm. Remote Sens. 2023

Publication

Impact of Sun-view Geometry on Canopy Spectral Reflectance Variability

Jafarbiglu, Hamid,and Alireza Pourreza

DOI: 10.1016/j.isprsjprs.2022.12.002

Publication

A thumbnail of the journal or conference cover of DNA-based surrogates for the validation of microbial inactivation using cold atmospheric pressure plasma and plasma-activated water processing

Journal Article ⏐ Journal of Food Engineering 2023Journal Article ⏐ J. Food Eng. 2023

Publication

DNA-based Surrogates for the Validation of Microbial Inactivation Using Cold Atmospheric Pressure Plasma and Plasma-activated Water Processing

Cui, Hemiao,Qingyang Wang,Rewa Rai,Deepti Salvi,and Nitin Nitin

DOI: 10.1016/j.jfoodeng.2022.111267

Publication

A thumbnail of the journal or conference cover of Placement and drone flight path mapping of agricultural soil sensors using machine learning

Journal Article ⏐ Computers and Electronics in Agriculture 2023Journal Article ⏐ Comput. Electron. Agric. 2023

Publication

Placement and Drone Flight Path Mapping of Agricultural Soil Sensors Using Machine Learning

Goodrich, Payton,Omar Betancourt,Ana C Arias,and Tarek I Zohdi

DOI: 10.1016/j.compag.2022.107591

Publication

A thumbnail of the journal or conference cover of Constrained Reinforcement Learning for Autonomous Farming: Challenges and Opportunities

Workshop Article ⏐ AAAI Workshop on AI for Agriculture and Food Systems 2023Workshop Article ⏐ AAAI Workshop AI Agric. Food Syst. 2023

Publication

Constrained Reinforcement Learning for Autonomous Farming: Challenges and Opportunities

Liu, Yongshuai,Taeyeong Choi,and Xin Liu

Publication

A thumbnail of the journal or conference cover of GNSS-Free End-of-Row Detection and Headland Maneuvering for Orchard Navigation Using a Depth Camera

Journal Article ⏐ Machines 2023Journal Article ⏐ Machines 2023

Publication

GNSS-Free End-of-Row Detection and Headland Maneuvering for Orchard Navigation Using a Depth Camera

Peng, Chen,Zhenghao Fei,and Stavros G Vougioukas

DOI: 10.3390/machines11010084

Publication

Conference Article ⏐ IEEE Symposium on Security and Privacy 2023Conference Article ⏐ IEEE SP 2023

Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference Perspective

Rezaei, Shahbaz,Zubair Shafiq,and Xin Liu

DOI: 10.1109/SP46215.2023.10179463

A thumbnail of the journal or conference cover of Dietary Intake of Monosaccharides from Foods is Associated with Characteristics of the Gut Microbiota and Gastrointestinal Inflammation in Healthy US Adults

Journal Article ⏐ The Journal of Nutrition 2023Journal Article ⏐ J. Nutr. 2023

Publication

Dietary Intake of Monosaccharides From Foods Is Associated with Characteristics of the Gut Microbiota and Gastrointestinal Inflammation in Healthy US Adults

Larke, Jules A,Nikita P Bacalzo,Juan J Castillo,Garret Couture,Ye Chen,Zhengyao Xue,Zeynep Alkan,Mary E Kable,Carlito B Lebrilla,Charles B Stephensen,and Danielle G Lemay

DOI: 10.1016/j.tjnut.2022.12.008

Publication

A thumbnail of the journal or conference cover of Accelerating the Detection of Bacteria in Food Using Artificial Intelligence and Optical Imaging

Journal Article ⏐ Applied and Environmental Microbiology 2022Journal Article ⏐ Appl. Environ. Microbiol. 2022

Publication

Accelerating the Detection of Bacteria in Food Using Artificial Intelligence and Optical Imaging

Ma, Luyao,Jiyoon Yi,Nicharee Wisuthiphaet,Mason Earles,and Nitin Nitin

DOI: 10.1128/aem.01828-22

Publication

A thumbnail of the journal or conference cover of Examining Patterns of Persistent Listeria Contamination in Packinghouses Using Agent-Based Models

Journal Article ⏐ Journal of Food Protection 2022Journal Article ⏐ J. Food Prot. 2022

Examining Patterns of Persistent Listeria Contamination in Packinghouses Using Agent-Based Models

Barnett-Neefs, Cecil,Martin Wiedmann,and Renata Ivanek

DOI: 10.4315/JFP-22-119

A thumbnail of the journal or conference cover of A digital-twin framework for genomic-based optimization of an agrophotovoltaic greenhouse system

Journal Article ⏐ Proceedings of the Royal Society A 2022Journal Article ⏐ Proc. R. Soc. A 2022

A Digital-twin Framework for Genomic-based Optimization of an Agrophotovoltaic Greenhouse System

Isied, Roger S,Emre Mengi,and Tarek I Zohdi

DOI: 10.1098/rspa.2022.0414

A thumbnail of the journal or conference cover of FedTune: Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective

Conference Article ⏐ Military Communications Conference 2022Conference Article ⏐ MILCOM 2022

Publication

FedTune: Automatic Tuning of Federated Learning Hyper-Parameters From System Perspective

Zhang, Huanle,Mi Zhang,Xin Liu,Prasant Mohapatra,and Michael DeLucia

DOI: 10.1109/MILCOM55135.2022.10017717

Publication

A thumbnail of the journal or conference cover of Chardonnay Marc as a New Model for Upcycled Co-products in the Food Industry: Concentration of Diverse Natural Products Chemistry for Consumer Health and Sensory Benefits

Journal Article ⏐ Journal of Agricultural and Food Chemistry 2022Journal Article ⏐ J. Agric. Food Chem. 2022

Publication

Chardonnay Marc As a New Model for Upcycled Co-products in the Food Industry: Concentration of Diverse Natural Products Chemistry for Consumer Health and Sensory Benefits

Holt, Roberta R,Daniela Barile,Selina C Wang,John P Munafo,Torey Arvik,Xueqi Li,Fanny Lee,Carl L Keen,Ilias Tagkopoulos,and Harold H Schmitz

DOI: 10.1021/acs.jafc.2c04519

Publication

A thumbnail of the journal or conference cover of Machine-learning and digital-twins for rapid evaluation and design of injected vaccine immune-system responses

Journal Article ⏐ Computer Methods in Applied Mechanics and Engineering 2022Journal Article ⏐ Comput. Methods Appl. Mech. Eng. 2022

Publication

Machine-learning and Digital-twins for Rapid Evaluation and Design of Injected Vaccine Immune-system Responses

Zohdi, Tarek I

DOI: 10.1016/j.cma.2022.115315

Publication

Journal Article ⏐ Journal of the American Medical Informatics Association 2022Journal Article ⏐ JAMIA 2022

Algorithmic Lifestyle Optimization

Eetemadi, Ameen,and Ilias Tagkopoulos

DOI: 10.1093/jamia/ocac186

A thumbnail of the journal or conference cover of An adaptive digital framework for energy management of complex multi-device systems

Journal Article ⏐ Computational Mechanics 2022Journal Article ⏐ Comput. Mech. 2022

Publication

An Adaptive Digital Framework for Energy Management of Complex Multi-device Systems

Zohdi, Tarek I

Publication

A thumbnail of the journal or conference cover of Vine water status mapping with multispectral UAV imagery and machine learning

Journal Article ⏐ Irrigation Science 2022Journal Article ⏐ Irrig. Sci. 2022

Publication

Vine Water Status Mapping with Multispectral UAV Imagery and Machine Learning

Tang, Zhehan,Yufang Jin,Maria del Mar Alsina,Andrew J McElrone,Nicolas Bambach-Ortiz,and William P Kustas

DOI: 10.1007/s00271-022-00788-w

Publication

A thumbnail of the journal or conference cover of Spatial–temporal modeling of root zone soil moisture dynamics in a vineyard using machine learning and remote sensing

Journal Article ⏐ Irrigation Science 2022Journal Article ⏐ Irrig. Sci. 2022

Publication

Spatial–temporal Modeling of Root Zone Soil Moisture Dynamics in a Vineyard Using Machine Learning and Remote Sensing

Kisekka, Isaya,Srinivasa R Peddinti,William P Kustas,Andrew J McElrone,Nicolas Bambach-Ortiz,Lynn McKee,and Wim Bastiaanssen

DOI: 10.1007/s00271-022-00775-1

Publication

A thumbnail of the journal or conference cover of An early prediction model for canine chronic kidney disease based on routine clinical laboratory tests

Journal Article ⏐ Scientific Reports 2022Journal Article ⏐ Sci. Rep. 2022

Publication

An Early Prediction Model for Canine Chronic Kidney Disease Based on Routine Clinical Laboratory Tests

Kokkinos, Yiannis,JoAnn Morrison,Richard Bradley,Theodoros Panagiotakos,Jennifer Ogeer,Dennis Chew,Ciaran O'Flynn,Geert D Meyer,Philip Watson,and Ilias Tagkopoulos

DOI: 10.1038/s41598-022-18793-6

Publication

A thumbnail of the journal or conference cover of Perception-aware receding horizon trajectory planning for multicopters with visual-inertial odometry

Journal Article ⏐ IEEE Access 2022Journal Article ⏐ IEEE Access 2022

Publication

Perception-aware Receding Horizon Trajectory Planning for Multicopters with Visual-inertial Odometry

Wu, Xiangyu,Shuxiao Chen,Koushil Sreenath,and Mark Mueller

DOI: 10.1109/ACCESS.2022.3200342

Publication

A thumbnail of the journal or conference cover of A note on rapid genetic calibration of artificial neural networks

Journal Article ⏐ Computational Mechanics 2022Journal Article ⏐ Comput. Mech. 2022

Publication

A Note on Rapid Genetic Calibration of Artificial Neural Networks

Zohdi, Tarek I

DOI: 10.1007/s00466-022-02216-4

Publication

A thumbnail of the journal or conference cover of Federated learning-based semantic segmentation for pixel-wise defect detection in additive manufacturing

Journal Article ⏐ Journal of Manufacturing Systems 2022Journal Article ⏐ J. Manuf. Syst. 2022

Publication

Federated Learning-based Semantic Segmentation for Pixel-wise Defect Detection in Additive Manufacturing

Mehta, Manan,and Chenhui Shao

DOI: 10.1016/j.jmsy.2022.06.010

Publication

A thumbnail of the journal or conference cover of A perspective on data sharing in digital food safety systems

Journal Article ⏐ Critical Reviews in Food Science and Nutrition 2022Journal Article ⏐ Crit. Rev. Food Sci. Nutr. 2022

Publication

A Perspective on Data Sharing in Digital Food Safety Systems

Qian, Chenhao,Yuhan Liu,Cecil Barnett-Neefs,Sudeep Salgia,Omer Serbetci,Aaron Adalja,Jayadev Acharya,Qing Zhao,Renata Ivanek,and Martin Wiedmann

DOI: 10.1080/10408398.2022.2103086

Publication

A thumbnail of the journal or conference cover of Understanding the Formation and Mechanism of Anticipatory Responses in Escherichia coli

Journal Article ⏐ International Journal of Molecular Sciences 2022Journal Article ⏐ Int. J. Mol. Sci. 2022

Publication

Understanding the Formation and Mechanism of Anticipatory Responses in Escherichia Coli

Rai, Navneet,Minseung Kim,and Ilias Tagkopoulos

DOI: 10.3390/ijms23115985

Publication

A thumbnail of the journal or conference cover of A computational algorithm to assess the physiochemical determinants of T cell receptor dissociation kinetics

Journal Article ⏐ Computational and Structural Biotechnology Journal 2022Journal Article ⏐ Comput. Struct. Biotechnol. J. 2022

Publication

A Computational Algorithm to Assess the Physiochemical Determinants of T Cell Receptor Dissociation Kinetics

Rollins, Zachary A,Jun Huang,Ilias Tagkopoulos,Roland Faller,and Steven C George

DOI: 10.1016/j.csbj.2022.06.048

Publication

A thumbnail of the journal or conference cover of Spectroscopy Approaches for Food Safety Applications: Improving Data Efficiency Using Active Learning and Semi-supervised Learning

Journal Article ⏐ Frontiers in Artificial Intelligence 2022Journal Article ⏐ Front. Artif. Intell. 2022

Publication

Spectroscopy Approaches for Food Safety Applications: Improving Data Efficiency Using Active Learning and Semi-supervised Learning

Zhang, Huanle,Nicharee Wisuthiphaet,Hemiao Cui,Nitin Nitin,Xin Liu,and Qing Zhao

DOI: 10.3389/frai.2022.863261

Publication

A thumbnail of the journal or conference cover of Model-Free Online Motion Adaptation for Energy-Efficient Flight of Multicopters

Journal Article ⏐ IEEE Access 2022Journal Article ⏐ IEEE Access 2022

Publication

Model-Free Online Motion Adaptation for Energy-Efficient Flight of Multicopters

Wu, Xiangyu,Jun Zeng,Andrea Tagliabue,and Mark Mueller

Publication

A thumbnail of the journal or conference cover of A comprehensive review of remote sensing platforms, sensors, and applications in nut crops

Journal Article ⏐ Computeres and Electronics in Agriculture 2022Journal Article ⏐ Comput. Electron. Agric. 2022

Publication

A Comprehensive Review of Remote Sensing Platforms, Sensors, and Applications in Nut Crops

Jafarbiglu, Hamid,and Alireza Pourreza

DOI: 10.1016/j.compag.2022.106844

Publication

A thumbnail of the journal or conference cover of A digital-twin and machine-learning framework for precise heat and energy management of data-centers

Journal Article ⏐ Computational Mechanics 2022Journal Article ⏐ Comput. Mech. 2022

Publication

A Digital-twin and Machine-learning Framework for Precise Heat and Energy Management of Data-centers

Zohdi, Tarek I

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Journal Article ⏐ Nature Communications 2022Journal Article ⏐ Nat. Commun. 2022

GitHub

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Knowledge Integration and Decision Support for Accelerated Discovery of Antibiotic Resistance Genes

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GitHub

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Modeling Bioaffinity‐based Targeted Delivery of Antimicrobials to Escherichia Coli Biofilms Using Yeast Microparticles. Part II: Parameter Evaluation and Validation

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Modeling Bioaffinity-based Targeted Delivery of Antimicrobials to Escherichia Coli Biofilms Using Yeast Microparticles. Part I: Model Development and Numerical Simulation

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Machine Learning Analysis of Phage Oxidation for Rapid Verification of Wash Water Sanitation

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An Order-Optimal Adaptive Test Plan for Noisy Group Testing Under Unknown Noise

Salgia, Sudeep,and Qing Zhao

DOI: 10.1109/ICASSP39728.2021.9414111

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Methane and Fatty Acid Metabolism Pathways Are Predictive of Low-FODMAP Diet Efficacy for Patients with Irritable Bowel Syndrome

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DOI: 10.1016/j.clnu.2020.12.041

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Deep Learning for Feature-Level Data Fusion: Higher Resolution Reconstruction of Historical Landsat Archive

Chen, Ben,Jing Li,and Yufang Jin

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Youn, Jason,Tarini Naravane,and Ilias Tagkopoulos

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Robust Optimization Approach to Process Flexibility Designs with Contribution Margin Differentials

Wang, Shixin,Xuan Wang,and Jiawei Zhang

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Robust Optimization Approach to Process Flexibility Designs with Contribution Margin Differentials

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DOI: 10.1287/msom.2020.0913

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Complex Interactions Between Weather, and Microbial and Physicochemical Water Quality Impact the Likelihood of Detecting Foodborne Pathogens in Agricultural Water

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Landscape, Water Quality, and Weather Factors Associated With an Increased Likelihood of Foodborne Pathogen Contamination of New York Streams Used to Source Water for Produce Production

Weller, Daniel,Alexandra Belias,Hyatt Green,Sherry Roof,and Martin Wiedmann

DOI: 10.3389/fsufs.2019.00124

Publication

Publications

Publication Types

Years

Journals or Conferences

Integrating Hyperspectral Radiative Transfer Modeling and Machine Learning for Enhanced Nitrogen Sensing in Almond Leaves

Initializing a Public Repository for Hosting Benchmark Datasets to Facilitate Machine Learning Model Development in Food Safety

3D Radiative Transfer Modeling of Almond Canopy for Nitrogen Estimation by Hyperspectral Imaging

FoodAtlas: Automated Knowledge Extraction of Food and Chemicals From Literature

When Federated Learning Meets Oligopoly Competition: Stability and Model Differentiation

Why Is Usefulness Rarely Useful

Developing an Agent-Based Model That Predicts Listeria Spp. Transmission to Assess Listeria Control Strategies in Retail Stores

A Compact Handheld Sensor Package with Sensor Fusion for Comprehensive and Robust 3D Mapping

A Computational Framework for Precise Aerial Agricultural Spray Delivery Processes

White Paper: Artificial Intelligence for Food and Health

Filamentous Fungal Pellets As a Novel and Sustainable Encapsulation Matrix for Exogenous Bioactive Compounds

DAVIS-Ag: A Synthetic Plant Dataset for Developing Domain-Inspired Active Vision in Agricultural Robots

Machine Learning and Taguchi DOE Combined Approach for Modeling Dynamic Ultrasound-Assisted Fresh-Cut Leafy Green Sanitation

Design and Control of a Collision-resilient Aerial Vehicle with an Icosahedron Tensegrity Structure

Promoting Collaboration in Cross-Silo Federated Learning: Challenges and Opportunities

CLARA: A Constrained Reinforcement Learning Based Resource Allocation Framework for Network Slicing

Safer Not to Know? Shaping Liability Law and Policy to Incentivize Adoption of Predictive AI Technologies in the Food System

A Digital-Twin and Rapid Optimization Framework for Optical Design of Indoor Farming Systems

An Open-Source Simulation Toolbox for Annotation of Images and Point Clouds in Agricultural Scenarios

Surveying Nutrient Assessment with Photographs of Meals (SNAPMe): A Benchmark Dataset of Food Photos for Dietary Assessment

Image-based Assessment and Machine Learning-enabled Prediction of Printability of Polysaccharides-based Food Ink for 3D Printing

Standardizing and Centralizing Datasets for Efficient Training of Agricultural Deep Learning Models

Balanced Semisupervised Generative Adversarial Network for Damage Assessment From Low-data Imbalanced-class Regime

Early Almond Yield Forecasting by Bloom Mapping Using Aerial Imagery and Deep Learning

Who Is Responsible for ‘Responsible AI’?: Navigating Challenges to Build Trust in AI Agriculture and Food System Technology

Crop-driven Optimization of Agrivoltaics Using a Digital-replica Framework

Duopoly Business Competition in Cross-Silo Federated Learning

Quantifying Causal Path-Specific Importance in Structural Causal Model

Multiattribute Multitask Transformer Framework for Vision-based Structural Health Monitoring

A Machine-learning Digital-twin for Rapid Large-scale Solar-thermal Energy System Design

Causal Explanation for Reinforcement Learning: Quantifying State and Temporal Importance

Safe Human-Robot Collaborative Transportation Via Trust-Driven Role Adaptation

Estimation of Tomato Water Status with Photochemical Reflectance Index and Machine Learning: Assessment From Proximal Sensors and UAV Imagery

A Greedy Agglomerative Framework for Clustered Federated Learning

Modeling and Simulation of Infectious Diseases Microscale Transmission, Decontamination and Macroscale Propagation

Impact of Sun-view Geometry on Canopy Spectral Reflectance Variability

DNA-based Surrogates for the Validation of Microbial Inactivation Using Cold Atmospheric Pressure Plasma and Plasma-activated Water Processing

Placement and Drone Flight Path Mapping of Agricultural Soil Sensors Using Machine Learning

Constrained Reinforcement Learning for Autonomous Farming: Challenges and Opportunities

GNSS-Free End-of-Row Detection and Headland Maneuvering for Orchard Navigation Using a Depth Camera

Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference Perspective

Dietary Intake of Monosaccharides From Foods Is Associated with Characteristics of the Gut Microbiota and Gastrointestinal Inflammation in Healthy US Adults

Accelerating the Detection of Bacteria in Food Using Artificial Intelligence and Optical Imaging

Examining Patterns of Persistent Listeria Contamination in Packinghouses Using Agent-Based Models

A Digital-twin Framework for Genomic-based Optimization of an Agrophotovoltaic Greenhouse System

FedTune: Automatic Tuning of Federated Learning Hyper-Parameters From System Perspective

Chardonnay Marc As a New Model for Upcycled Co-products in the Food Industry: Concentration of Diverse Natural Products Chemistry for Consumer Health and Sensory Benefits

Machine-learning and Digital-twins for Rapid Evaluation and Design of Injected Vaccine Immune-system Responses

Algorithmic Lifestyle Optimization

An Adaptive Digital Framework for Energy Management of Complex Multi-device Systems

Vine Water Status Mapping with Multispectral UAV Imagery and Machine Learning

Spatial–temporal Modeling of Root Zone Soil Moisture Dynamics in a Vineyard Using Machine Learning and Remote Sensing

An Early Prediction Model for Canine Chronic Kidney Disease Based on Routine Clinical Laboratory Tests

Perception-aware Receding Horizon Trajectory Planning for Multicopters with Visual-inertial Odometry

A Note on Rapid Genetic Calibration of Artificial Neural Networks

Federated Learning-based Semantic Segmentation for Pixel-wise Defect Detection in Additive Manufacturing

A Perspective on Data Sharing in Digital Food Safety Systems

Understanding the Formation and Mechanism of Anticipatory Responses in Escherichia Coli

A Computational Algorithm to Assess the Physiochemical Determinants of T Cell Receptor Dissociation Kinetics

Spectroscopy Approaches for Food Safety Applications: Improving Data Efficiency Using Active Learning and Semi-supervised Learning

Model-Free Online Motion Adaptation for Energy-Efficient Flight of Multicopters

A Comprehensive Review of Remote Sensing Platforms, Sensors, and Applications in Nut Crops

A Digital-twin and Machine-learning Framework for Precise Heat and Energy Management of Data-centers

Printed Potentiometric Nitrate Sensors for Use in Soil

Statistical Analysis of the Long-Term Influence of COVID-19 on Waste Generation-A Case Study of Castellón in Spain

Effect of Coherent Structures on Particle Transport and Deposition From a Cough

Knowledge Integration and Decision Support for Accelerated Discovery of Antibiotic Resistance Genes

Printed Potentiometric Nitrate Sensors for Use in Soil

The Development of the Davis Food Glycopedia—A Glycan Encyclopedia of Food

Non-destructive Plant Biomass Monitoring With High Spatio-Temporal Resolution Via Proximal RGB-D Imagery and End-to-End Deep Learning

Using Agent-based Modeling to Compare Corrective Actions for Listeria Contamination in Produce Packinghouses

Special Report: AI Institute for Next Generation Food Systems (AIFS)

Can We Harness Digital Technologies and Physiology to Hasten Genetic Gain in US Maize Breeding?

Simultaneous Dissection of Grain Carotenoid Levels and Kernel Color in Biparental Maize Populations with Yellow-to-Orange Grain

Modeling Bioaffinity‐based Targeted Delivery of Antimicrobials to Escherichia Coli Biofilms Using Yeast Microparticles. Part II: Parameter Evaluation and Validation

Modeling Bioaffinity-based Targeted Delivery of Antimicrobials to Escherichia Coli Biofilms Using Yeast Microparticles. Part I: Model Development and Numerical Simulation