People

 Principal Investigator

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Baskar Ganapathysubramanian
baskarg@iastate.edu

Anderlik Professor of Engineering,
Associate Chair for Research, Mechanical Engineering
Plant Science Institute, Faculty Fellow,
Electrical and Computer Engineering, Bioinformatics and Computational Biology
Iowa State University

RESEARCH STAFF & PostDoctoral Associates

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Jessica Bell, Program Manager

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Cameron Jones, Administrative Specialist

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Zaki Jubery, Research Scientist II

Research interests: Computational Modeling of Plant Physiology, Heat and Mass Transport in Maize Optimization, In Situ Measurements of Plant Physiology

I was born and raised in Bangladesh. I earned a Ph.D. in Mechanical Engineering from Washington State University in 2012 and began working as a researcher in Baskar’s Group at Iowa State University in 2013. My current study focuses on crop modeling, data assimilation, image processing, machine learning, computer vision, and high-throughput field corps phenotyping.
LinkedIn Profile

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Aditya Balu, Data Scientist

Research interests: Deep Learning for Physics-Driven Design and Manufacturing, GPU Computing for Geometric Design, Geometry-Aware Computational Simulation Tools

I am a Data Scientist in the Department of Mechanical Engineering at the Iowa State University. Before this, I finished my Ph.D. under the joint supervision of Adarsh Krishnamurthy and Soumik Sarkar in 2020. My research focuses on building computational tools for engineering design applications. This research aims to facilitate end-user engineers with better, faster, and more robust tools, particularly for design.
LinkedIn Profile

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Biswajit Khara, Postdoc Research Associate

Research interests: Computational Sciences, Finite Element Analysis, Space-Time Coupled Solvers, Neural Methods for PDEs

I am a fifth-year PhD student in the Department of Mechanical Engineering, advised by Dr. Baskar Ganapathysubramanian. My work focuses partly on designing efficient solvers for space-time coupled problems and partly on designing neural network methods for solving partial differential equations (PDE). Before joining ISU, I worked in Atkins Aerospace (Bangalore) and subsequently in Rolls Royce (Bangalore) as part of the methods development team.
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 Doctoral Students

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Ali Rabeh

Research interests: Cahn-Hilliard-Navier-Stokes Equations, High-Performance Computing (HPC), Finite Element Method, Diffuse Interface Models

I joined Dr. Baskar’s group in 2017 after receiving my Bachelor of Arts in Applied Mathematics and Physics from Augustana College in Illinois. My current work is focused on simulating high-density/viscosity ratio two-phase flows using diffuse interface models. In my spare time, I enjoy playing soccer and video games.
LinkedIn Profile

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Mojdeh Saadati

Research interests: Causal Inference, Out-of-Distribution Detection, Uncertainty Quantification, Reinforcement Learning

I am a Ph.D. student in Computer Science at Iowa State University. My research interest lies in applying machine learning and deep learning models in various domains, such as agriculture, social good, and public health. In my Ph.D., I am focusing on improving the robustness of machine learning algorithms by adding the ability to detect out-of-distribution inputs and quantifying uncertainty in their decision-making. Causal Inference, Out-of-Distribution Detection, Uncertainty Quantification, Reinforcement Learning
LinkedIn Profile

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Bitgoeul (Chloe) Kim

Research interests: Image Processing and Machine Learning Models in Plant Phenotyping.

I received my bachelor’s degree in electrical engineering at Kyunghee University, South Korea. After graduation, I worked at Lam Research for 4 years as a software engineer, developing a management system for the engineering group. I joined Dr.Baskar Ganapathysubramian’s lab in the Spring of 2023.  I’m currently pursuing a master’s in computer engineering.
LinkedIn Profile

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Therin Young

Research interests: Space Agriculture, Plant Phenomics, Durability of Superhydrophobic Surfaces

I joined Dr. Baskar’s plant science subgroup in 2017 after earning my M.S in Mechanical Engineering, for which I studied the mechanical durability of superhydrophobic coatings for heated airport runways. My current research interest is high-throughput plant phenomics, where I use terrestrial laser scanning to build 3D models of crops. Furthermore, I develop code-based pipelines to automate extracting and measuring desired crop phenotypes (e.g., color, height, shape) and construct ML-based models to classify crop stress severity. My research focuses on soybeans and maize. My expected graduation date is Summer/Fall 2022.

I’m also a data scientist at Ford Motor Company, working with the Global Data Insight and Analytics (GDIA) team to develop analytics tools that help our business partners identify and resolve dollar value risks associated with vehicle material costs. I received a B.S. in electronics engineering technology from Savannah State University. My hobbies include spending time with family, gaming, and playing bass guitar.
LinkedIn Profile

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Hossein Zaremehrjerdi

Research interests: Image processing, NLP, Reinforcement Learning, Deep Learning, and Machin Learning

I received my bachelor’s in computer engineering from Amirkabir University in Iran. Meanwhile, in my education, I researched the recommender systems in the ML lab of AUT.I joined Dr.Baskar Ganapathysubramian’s lab in the Spring of 2023 to pursue my studies for a Ph.D. degree.
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Ronak Tali

Research interests: Scientific Machine Learning and Computational Methods

I earned an MS in Statistics from Utah State University and have over 10 years of industry experience in Data Science and Machine Learning. I joined Prof. Baskar Ganapathysubramanian’s group in the Fall of 2022. My current research focuses on solving forward and inverse PDE problems using Physics Informed Neural Networks. I am an avid outdoor enthusiast interested in snow sports and winter camping.
LinkedIn Profile

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Dhruv Gamdha

Research interests: Finite Element Analysis, Machine Learning, GPU Algorithms, High-Performance Computing, Geometric Modeling

I joined Dr. Baskar Ganapathysubramanian and Dr. Adarsh Krishnamurthy’s lab at Iowa State University as a PhD student in the fall of 2020. Before joining ISU, I was a research associate at the Center of Non-Destructive Evaluation, IIT Madras. I worked with Prof. Krishnan Balasubramanian and his team on the radiography-based non-destructive evaluation method. I contributed to developing physics-based GPU accelerated simulators and deep-learning models for defect detections in X-ray images. I finished my undergrad at the Indian Institute of Technology Roorkee in 2019 with a major in Mechanical Engineering and a minor in Mathematics. For my 2018 summer internship, I visited the research lab of Prof. Vikram Kapila at New York University, where I worked on developing a rehabilitation device for stroke patients.
Website

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Elvis Kimara (co-advised w/ Aditya Balu)

Research interests: 

I’m Elvis, an ambitious PhD/MS student specializing in Machine Learning, with a vibrant passion for AI and its transformative potential in technology. At the heart of my academic and professional journey lies a deep commitment to innovation, creativity, and collaborative problem-solving.As an AI Research Assistant at the Translational Artificial Intelligence Center (TrAC), I’ve been actively involved in groundbreaking AI projects, ranging from advanced research methodologies to practical applications. My role has allowed me to work closely with leading experts and mentors, shaping my skills in areas like NLP, Computer Vision, and Generative AI.
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Mozhgan Hadadi

Research interests: Machine Learning, Deep Learning, Procedural Models in Agriculture.

I received my BSc in Biosystem mechanical engineering from the University of Tehran, Iran, in 2017. I joined the lab in the Fall of 2022 to pursue my studying in Ph.D. degree, and I am co-advised by Dr. Baskar Ganapathysubramanian and Dr. Adarsh Krishnamurthy. My research focuses on procedural models in agriculture and differentiable models in machine learning. My favorite pastimes are traveling, swimming, and making pastries.
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Cheng-Hau Yang

Research interests: Computational Fluid Dynamics, Computational Structural and Solid Dynamics, Finite Element Method  

I received my M.S. degree in Mechanical Engineering in 2016 from National Taiwan University. I am pursuing my Ph.D. in Mechanical Engineering and working on non-Newtonian two-phase flow simulation and Computational Structural Simulation. I love to stay with my family and friends in my free time.
LinkedIn Profile

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Vishal Muralidharan

Research interests: Co-simulation, High-Performance Computing, Finite Element Method

I joined Dr. Baskar’s group in Fall 20’21 shortly after receiving my Master’s degree in AER E from Iowa State. Before that, I worked at Google for 3 years as a Trust & Safety Analyst, fighting spam and fraudulent abuse on Google Adwords. My Bachelor’s degree is in Mechanical Engineering from BMS College of Engineering, Bangalore.
I like to spend my free time reading and catching up on trivia, sci-fi & Formula 1.
LinkedIn Profile

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Mehdi Shadkhah

Research interests: Computational Fluid Dynamics, Multiphase Flows, Applied Mathematics, High-Performance Computing, Finite Element Method.

Mehdi joined Dr. Baskar’s group in the Fall of 2022. Before that, he received his M.S. degree in aerospace engineering from the Sharif University of Technology, Iran, in 2021. Currently, he is pursuing a Ph.D. in the Department of Mechanical Engineering. His research focuses on mathematical techniques and computational tools to develop a high-performance framework for simulating multiscale physics.
LinkedIn Profile

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Suriya N Dhakshinamoorthy

Research interests: Finite Element Method, Fluid Dynamics and Heat Transfer

I am a PhD student in Dr.Baskar’s group. My current research focuses on developing stabilized finite element methods for non-linear partial differential equations. I hold a bachelor’s degree in mechanical engineering from PSG College of Technology, India. My undergrad research concerned modeling buoyancy-driven flows in thin heated channels and performing similarity studies. In my “spare” time, I love to draw, paint, and try cooking as a scientific experiment.
LinkedIn Profile

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Nasla Saleem

Research interests: Machine Learning for Plant Phenotyping, Deep Learning

I’m an electrical engineering graduate pursuing a PhD in the Department of Mechanical Engineering. I joined Dr. Baskar’s lab in spring 2022. My research focuses on incorporating modern deep-learning techniques in plant phenotyping. Outside of research, I enjoy hiking and reading sci-fi and non-fiction.
LinkedIn Profile

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James Afful

Research interests: Finite Element Analysis, Computational Sciences, Machine Learning

I graduated from the Kwame Nkrumah University of Science and Technology (Kumasi, Ghana) with a bachelor’s degree in mechanical engineering, and I am currently pursuing my master’s degree in mechanical engineering here at Iowa State University. My work in the flow physics group revolves around cloud computing, flow simulations, photogrammetry, and image processing. I enjoy playing musical instruments and reading books on leadership.
LinkedIn Profile
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Anirudha Powadi

Research interests: Deep Learning, Computer Vision, Image Forensics, Robotics, Digital Twins

I received my bachelor’s degree in Electronics Engineering from Shivaji University, India, in 2017. I received my master’s degree from Iowa State University and started my PhD research with Dr. Baskar in the Fall of 2021. My PhD research will focus on building digital twins for plants. I enjoy challenges and am always looking for one. My hobbies include playing racquetball, chess, and reading books.
LinkedIn Profile

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Nirmal Baishnab

Research interests: Organic Solar Cell, Finite Element Method, Machine Learning- Deep Learning

I have my B.Sc. degree in EEE from the Bangladesh University of Engineering & Technology. I completed my M.Sc. in Materials Science from Missouri State University and joined Dr. Baskar Ganapathysubramanian’s group in the Fall of 2021. My current research focuses on enhancing organic solar cell efficiency based on optimized microstructure and material properties.
LinkedIn Profile

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Ankush Mishra

Research interests: Bayesian Analysis, Machine Learning, 3D Printing, Digital Twin, Organic Solar Cells, Reliability Analysis

After completing my Master’s from IIT, Madras, I worked with Dr. Chao Hu at ISU on a reliability-informed stochastic optimization model for end-of-use decision-making. I transferred to Dr. Baskar’s and Dr. Adarsh Krishnamurthy’s labs in Fall 2022. I am currently working on using Bayesian data analysis to predict features of a large microstructure using a much smaller microstructure. I am also working on real-time process monitoring of 3D printing using a digital twin.
LinkedIn Profile

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Shivani Chiranjeevi

Research interests: Machine Learning, Deep Learning for Plant Phenotyping

I received my bachelor’s degree in Computer Science at PSG Institute of Technology, Coimbatore. I am currently pursuing PhD in Mechanical Engineering. I joined Dr.Baskar Ganapathysubramian’s lab in the Fall of 2020. My research focuses on using image processing and machine learning models in plant phenotyping applications.
LinkedIn Profile

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Chih-Hsuan Yang

Research interests: Machine Learning, Material Discovery, Inversed Physical Informed Neural Networks, Organic Semiconductor

Chih-Hsuan Yang (Bella) has a third-year Ph.D. in Mechanical Engineering and Computer Science. She devotes herself to bridging machine learning theory to real-world engineering problems. Applications include material discovery, organic semiconductors, and prosthetic valve design. Her bachelor’s degree was received from National Taiwan University (NTU) in 2019. She loves to travel and learn new things in her free time.
LinkedIn Profile

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Daeun (Sarah) Kim

Research interests: Image processing, reinforcement learning

Daeun (Sarah) Kim is a candidate for an MS in Computer Science. She joined the ComPM lab in the Spring of 2023, and her research interests are image processing and reinforcement learning. She used to work at Intel, Dell Technologies, and The World Bank. Based on her skillsets and experience, she is passionate about exploring new technologies.
LinkedIn Profile
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Davesh Lohia

Research interests: Software Systems, Data Storage Systems

I am pursuing a Master of Science in Computer Engineering and joined Dr. Baskar’s research group in the Summer of 2022. Before this, I earned my Bachelor of Engineering in Electronics and Instrumentation and Master of Science in Chemistry from BITS Pilani, India. I have professional experience as a Software Developer at Target Corporation. I enjoy spending quality moments with my friends and family in my free time.
LinkedIn Profile

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Samundra Karki

Research interests: Scientific Machine Learning, Deep Learning

I have completed my bachelor’s in mechanical engineering from Tribhuvan University. I am interested in exploring Machine Learning and Deep Learning applications in scientific computing. I joined Dr. Baskar’s lab in the Fall of 2023. Currently, I am exploring using the Deep Learning technique for solid model representation. In my free time, I love exploring different movies. 
LinkedIn Profile

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Marjan Saadati

Research interests: Organic Solar Cell, Computational Fluid Dynamics, Finite Element Method, Machine Learning- Deep Learning

I joined Dr. Baskar’s group as a Ph.D. student in the Department of Mechanical Engineering in 2023. Before that, I received my master’s degree in Materials Engineering and Nanotechnology from the Polytechnic University of Milan, Italy, in 2021. My research focuses on designing and deploying computational tools to model solar cells’ behavior under various operating conditions.
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Alumni

Post Doc

Name Currently at
1 Olga Wodo Faculty, U Buffalo
2 Mirka Deza Assistant Teaching Professor, Iowa State
3 Robert Dyja Faculty, Czestochowa University of Technology Poland
4 Pengfei Du Faculty, Qingdao University of Technology
5 Ananth Tennati

Researcher, Mullard Space Science Laboratory, University College London

6 David Ackerman Post Doc Researcher, Iowa State
7 Balaji S Sarath Pokuri Target Research Labs

PhD

Name (co-advisor name) Graduating Year Current (or last known) Position
25 Kumar Saurabh (Adarsh Krishnamurthy) 2023 NASA
24 Biswajit Khara 2022 Iowa State University
23 Koushik Nagasubramanian 2022 Bayer Corp.
22 Sivaranjani Devarakonda (Pranav Shotriya) 2021 Corning Inc.
21 Makrand Khanwale (James Rossmanith) 2021 Ali Mani Group, Stanford
20 Sungu Kim (Robbyn Anand) 2021 Sindy Tang Group, Stanford
19 Niraj Kunwar (Kristen Cetin) 2020 ORNL
18 Travis Ramsey 2020 UAE Oil Fund
17 Vahid Mirnezami 2020 Bayer Corp.
16 Ramin Noruzi 2019 John Deere Company
15 Aditya Kommasojula 2019 Mathworks
14 Himanshu Sharma 2019 PNNL
13 Balaji Pokuri 2018 Iowa State University
12 Joshua Mineroff (Adarsh Krishnamurthy) 2018 Domino Data Lab
11 Songzhe Xu 2018 Shangai Jiatong University
10 Adedotun Akintayo (Soumik Sarkar) 2017 Intel Corp.
9 Spencer Pfeifer 2017 Rand Corp.
8 Daniel Stoecklein 2017 Rose Hulman Institute of Technology
7 Ryan Gebhart (Sumit Choudhary) 2016 Micron Technology
6 Anthony Fontanini 2016 NREL
5 Minhua Long (Ross Morrow) 2016 Stanford University
4 Qiang Guo 2014 Avalion Wind Energy
3 Yu Xie 2014 Microsoft Inc.
2 Hari Krishna Kodali 2013 CD-Adapco
1 Sai Kiranmayee Samudrala 2013 Delta Airlines

Masters

Name Graduating Year Currently at
14 Kendrick Tan 2021 A-STAR HPC Center
13 Sangeet Balakrishnan 2020 U Maryland
12 Badrinath Balasubramanian 2019 ISU Foundation
11 Alec Lofquist 2018 Affirm Inc.
10 Vikas Chawla 2016 Twilio
9 Nigel Lee 2016 Baylor College of Medicine
8 Hiep Tran 2016 Turner Construction
7 Hsiang (Marcus) Naik 2016 Trakomatic
6 Kahni Pr’Out 2016 Northrop Grumman
5 Lucas Mutti 2014 Transsolar
4 Saisree Parvathaneni 2014 unknown
3 Sameer Jape (Jon Wickert) 2011 PhD, Texas A&M
2 Robert Jaeger 2011 MathWorks
1 David Busch 2011 Faculty, Iowa Central Community College

Supervision of Independent Study and Undergraduate Research

Name Year From
39 Brenda Lora 2021 Iowa State University
38 Aditya Oka 2019 Rutgers University
37 Alvin Allen 2018 Rose Hulman
36 Zachary Kauffman 2018 Iowa State University
35 Adam Valdez 2018 UT San Antonio
34 Tess Coulson 2017 Iowa State University
33 Joe Van Treek 2017 Iowa State University
32 Tanner Holte 2017 Iowa State University
31 Jesse Trujillo 2016 Iowa State University
30 Matthew Fulford 2016 Iowa State University
29 Jonathan Green 2016 Iowa State University
28 Nadab Wubshet 2015 Oberlin College, Sioux Falls
27 Vaughn Dorsey 2015-2017 Iowa State University
26 Shawn Castilliano 2015-2016 Iowa State University
25 Katherine Abrams 2014 Grinnell College
24 Rebecca Wong 2014 Grinnell College
23 Alec Lofquist 2014-2015 Iowa State University
22 Laura Michelson 2015 Iowa State University
21 Eric Wirth 2014 Iowa State University
20 Michael Davis 2014 Iowa State University
19 Pradumnay Ramesh 2013-2014 Iowa State University
18 Hsiang Naik 2013-2014 Iowa State University
17 Nigel Lee 2013-2014 Iowa State University
16 Jennifer Nixon 2013 Iowa State University
15 Pedro Cruz 2013 Iowa State University
14 Idaliz Ortiz Martinez 2012 UPR Mayaguez
13 Mark Summe 2012-2013 Franciscan University
12 Savannah Dipplitto 2012 Yakima County CC
11 Shaun VanWeelden 2012 Iowa State University
10 Shane Gerkin 2011-2012 Iowa State University
9 Nan Zhang 2011 Iowa State University
8 Cheong Yeong 2011 Iowa State University
7 Spencer Pfiefer 2011 Iowa State University
6 Doug Grosser 2011 UC San Diego
5 Keith Nehring 2011 Iowa State University
4 Ismael Dondasse 2011 Georgia Institute of Technology
3 Kahni Pr’Out 2010 University of Georgia
2 Blair Knutson 2010 Dordt College
1 Robert Jaeger 2010 Iowa State University

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