Principal Investigator

Dr. Kristin A. Persson

Kristin enjoys orchestrating in-silico adventures in materials science. She also has a demonstrated aptitude for tree-climbing.

Postdoctoral Fellows

Dr. Rachel Woods-Robinson

Rachel is a joint PhD student at NREL studying high-throughput computation, synthesis, and characterization of electrode materials for solar energy and optoelectronic applications. She is the co-founder of Cycle for Science, aka an excuse to go on crazy pedal-powered adventures, blab about renewable energy, and eat lots of ice cream (as fuel, of course).

Dr. Jianli Cheng

Jianli is working on amorphous coating materials for Li-ion cathodes and enjoys studying other people’s codes to improve his own packages. In his spare time, he likes to drop the keyboard and hit the gym.

Dr. Ryan Kingsbury

Ryan studied materials for water desalination and energy storage in an engineering lab, wishing he could find a way to make experiments go faster. Now, he’s working to integrate the SCAN functional into MP while scanning the horizon for opportunities to make computational tools more accessible to experimentalists.

Dr. Mingjian Wen

Mingjian studied the mechanics and physics of condensed-matter materials via modeling the interactions between atoms. He is currently interested in developing generic machine learning models that can be applied to predict electrolyte/electrode interfaces across various battery systems.

Dr. Ruoxi Yang

Ruoxi is interested in optoelectronic materials where electrons, phonons and defects are at play. She’s working on designing computational workflow to understand these materials better and faster.

Dr. Andrew Rosen

Andrew is a Miller Research Fellow who joined the Persson group after pursuing doctoral research on metal–organic frameworks at Northwestern University. A chemical engineer disguised as a materials scientist, he is eager to explore all things high-throughput. One thing’s for sure — Andrew is here to put the fun in density functional theory!

Dr. Qian Chen

Qian is interested in understanding the electrochemical processes in battery materials at electronic and atomic level using simulation techniques. She is currently working on the exploration of novel materials for multi-valent batteries.

Dr. Hui Zheng

Hui studied how various defects can interact with each other and affect the properties of materials via atomic simulations with DFT and classical MD method enabled by the development of machine-learning potential. She likes swimming in the data pool to explore the trends such that she can provide practical guidance to achieve desired properties.

Dr. Rishabh Guha

In the quest for developing a novel non-destructive evaluation technique during his PhD, Rishabh focused on studying the molecular interactions altering the state of absorbed moisture in a damaged polymer composite. Here in Berkeley, he uses the shuttle to come to the lab as he detests cycling uphill to work on polymer up-cycling.

Sudarshan Vijay

Sudarshan is interested in understanding and predicting how atoms and molecules behave during reactions. He studied molecule-surface interactions in catalysis during his PhD at the Technical University of Denmark. He now works on creating machine learning models to predict the behavior of molecules in the solid-electrolyte interface.

A Persson Group graduation at Half-Moon Bay
A Persson Group graduation at Half-Moon Bay

Graduate Students

John Dagdelen

John joined the Persson group shortly before earning his undergraduate degree in Materials Science from UC Berkeley in 2016. Now, as a PhD student John is using natural language processing and other statistical learning techniques to discover materials with extraordinary properties. When asked about the meaning of life, his team’s AI trained on materials science research papers responded, “the meaning of life is to prepare stable, sustainable materials that can function well.”

David Mrdjenovich

A member of the Persson Group since 2015, David is very excited to continue work as an incoming PhD student of 2017. Intensely investigating the intricacies of intrinsic crystal symmetries, David avidly dabbles in mathematics as a means to soothe his hippopoto­monstro­sesqui­pedalio­phobia.

Kara Fong

Kara is a PhD student in Chemical Engineering, co-advised by Bryan McCloskey. She’s got her ion studying polyelectrolyte solutions for lithium ion batteries.

Ann Rutt

Ann is investigating watt-ever multivalent battery materials it takes to advance sustainable energy storage technologies. Her unwavering commitment to handwritten notes (whether for learning, meetings, or thank yous) remains steadfast even in today’s digital age.

Matthew McDermott

A proud transplant from Austin, TX (the Live Music Capital of the World), Matt is hoping to put the “synth” into synthesis. Since he is actually very bad at playing the keyboard, he is currently using his other keyboard instead — the computer one — to do computational thermodynamics and machine learning for mapping reaction pathways in the synthesis of metastable materials.

Alex Epstein

Alex ponders polymer properties to prevent a permanent plastic planet. His vitriol for single-use plastics motivates research on vitrimers, an exciting new class of bio-based and fully recyclable plastics, via a collaboration with Dr. Brett Helm’s group at the Molecular Foundry.

Jordan Burns

In the lab Jordan is studying cobalt-free lithium ion battery cathode surfaces. Outside the lab (and often in the lab) Jordan is passionate about cities, public transit and housing.

Xiaowei Xie

Xiaowei seeks to explore the possibility of machine learning in accelerating computations to study the reaction network on the battery interface. Despite her previous background in synthetic organic chemistry, she gets excited thinking about clever algorithms for solving chemical problems.

Oxana Andriuc

Indecisive decision-maker extraordinaire, Oxana is working on both finding photocatalysts for CO2 reduction and computing X-ray absorption spectra. Oxana’s favorite element is oxygen, her favorite figure of speech is the oxymoron, and her favorite punctuation mark is the Oxford comma.

Caitlin McCandler

Caitlin is a high-energy computationalist in search of low-energy synthesis pathways. She is hoping to make some Au-some recipes for gold nanoparticle clusters, and is always in search for the shortest pathway to nuggets, whether they be made of gold or chicken.

Hetal Patel

Hetal is energized to study the chemistry of the solid-electrolyte interface of silicon-based anode batteries to ultimately improve their life cycle. Don’t judge Hetal by her outer-face, it’s her inner-face that matters. She is a solid gal from the East coast trying to determine the best coast while taking a path with the lowest resistance, just like an electron.

Guy Moore

While he’s just another “guy” in the Persson Group, Guy can be identified by his susceptibility to fascinating magnetic materials. If there’s one thing that he’s learned from studying magnetism, it’s that every moment counts. For this reason, he likes to circulate current studies of multipoles. If you want to excite Guy out of his ground state, use “multi-“ as a prefix: multidisciplinary, multiphysics, multiphase, multiprocessor….

Evan Spotte-Smith

Always a student of sustainable engineeering, Evan is looking to understand the chemistry of the solid-electrolyte interface (SEI) in batteries to eventually improve battery lifecycles. They wonder just how quickly they can develop methods to predict the rates of chemical reactions in the SEI.

Orion Cohen

Orion got his start studying meteorites experimentally, but now he’s hoping to make an impact in computational materials science. By studying the solvation of fluorinated additives in lithium-ion battery electrolytes, he will prevent promising batteries from going extinct.

Jiyoon Kim

Jiyoon is researching multivalent chemistries for battery cathodes. She would like to do everything in her capacity to support the current energy demands in a more sustainable fashion.

Maxwell Venetos

Max is interested in the intersection of group theory and chemistry - particularly in the application of symmetry based machine learning and statistical methods to material spectroscopies.

Howard Li

Howard is working on migration analysis of working ions in battery cathodes. He likes cars, and believes that making cars electric not only saves the planet, but also saves petrol cars from going extinct.

Max Gallant

Max is optimistic about making mathematical atomistic models and machine learning mechanisms illuminate the macro and micro mysteries of materials systems. He likes making music, working with computers, spending time outdoors, and learning about the ways science and policy can work together.

Bryant Li

The name’s Li… LIB. He likes his interphases passivating, not stable. He’s a machine when learning about dense, functional solid-state batteries. A solid performance on the golf course will always electro-lyte up his mood.

Mackinzie Farnell

Mackinzie is studying passivating films on metals, which help with oxidation and corrosion protection. She’ll have to think oxide the box to explain why these films form and how they work.

Xiaoxu Ruan

Xiaoxu joined the group in Dec 2021 as a master’s student and now as a research assistant since June 2022. She is using Molecular Dynamics to understand how ion solvation effect will influence polymer hydrolysis, hoping to solve the plastic recycling issue. She likes cooking and trying different recipes.


Dr. Patrick Huck

Trained as a high-energy nuclear physicist, Patrick now uses his collaborative and dissecting skills to bring exciting new science into the MP and improve its infrastructure. He is a passionate coder with a knack for challenges who can’t help but admire squirrels for their bustling activity and apparent optimism.

Dr. Matthew Horton

Matthew is attracted to the idea of studying magnets, and thinks refrigeration is pretty cool, so it’s only natural he’d find himself working on magnetocalorics. His interests include high-throughput materials discovery and finding new ways technology can help improve science education.

Dr. Jason Munro

Jason has a strong interest in all types of symmetry, and is excited to contribute to the Materials Project. He has high hopes that his impact will mirror his effort.

The Persson Group takes Halloween seriously
The Persson Group takes Halloween seriously.

Undergraduate Students

Aniruddh Khanwale

Aniruddh is a second year studying Materials Engineering, EECS, and Energy Engineering. He enjoys exploring the intersection of computation and science/engineering, particularly in the sustainable, renewable energy spaces. Currently, he is using reaction networks to explore the formation of the SEI.

Rachael Lee

Rachael is a senior studying Materials Science and Engineering at UC Berkeley. She is currently working on binary solvent electrolytes and is trying to get good at coding.

Laura Zichi

Laura is a SULI intern pursuing a Physics major and Computer Science minor at the University of Michigan. She is interested in computational material science and taking her time while modeling the SEI on long time scales.

Visiting Researchers

Ziyao Luo

Ziyao is an intern from Carnegie Mellon and works on solid-state electrolytes. He is interested in the unpopular amorphous phase of the popular SSE systems, such as LL(uo)Z(iYa)O. He likes cars but not the electric ones; however, having to empty his pocket for the gas when driving all the way from Pittsburgh recently changes his mind.

Santiago Vargas

Santiago is a Chemistry PhD student visiting from UCLA’s Alexandrova Group. He is studying the use of machine learning methods to improve the construction of SEI networks in lithium ion batteries. When he’s not fighting bugs in VSCode, he can be found biking around Berkeley and eating his body weight in tacos.


Dr. Christian Legaspi

As a physical chemist, Christian envisions a bright future with new (O)LED materials. He aspires to inject some positive charge into coding projects designed to elicit the hidden knowledge in materials databases and, hopefully, identify better LED materials.

Dr. Brandon Wood

Brandon aspires to follow in the footsteps of world-renowned battery detective Sherlock Ohms, and as a result he is studying solid state electrolyte dynamics. He is now working as a research scientist at Facebook AI, Meta.

Dr. Donny Winston

Donny studied scanning-charged-particle-beam lithography before shifting professional focus to software-as-a-service. He uses hyphens extensively.

Nathan Frey

Nathan is a visiting graduate student from Vivek Shenoy’s group at the University of Pennsylvania in Philadelphia. He is interested in electronic and magnetic properties of strongly correlated materials and loves a good movie, Ferrous Bueller’s Day Off being one of his favorites.

Dr. Sang-Won Park

Sang-Won is a physical chemist and now works on the structure and dynamics of electrolytes at interfaces. He’s in his Science-Engineering Interphase. He is currently at the Molecular Foundry @ LBL.

Qiaohao Liang

Qiaohao is a PhD student at the Massachusetts Institute of Technology.

Joseph Palakapilly

Joseph is an undergraduate at UC Berkeley studying Materials Science. He is from Sugar Land and wishes all cities had such amusing names.

Dr. Joseph Montoya

A chemical engineer by training, Joey hopes to be a catalyst that accelerates development of fuel cell and electrolytic technologies by adding surface science to MP’s high-throughput infrastructure. He is currently at Toyota Research in Palo Alto.

Katie Latimer

Katie is a PhD student in the Earth and Planetary Sciences Department at UC Berkeley.

Steven Torrisi

Steven is a physics graduate student visiting from sunny Cambridge, Massachusetts in the group of Efthimios Kaxiras at Harvard. He studies two-dimensional materials back home and in the Persson group, and is trying to turn promising kittenlysts to useful catalysts. He currently works at the Toyota Research Institute in Palo Alto.

Dr. Arunima Singh

Arunima studies surfaces and interfaces of nanomaterials for nanoelectronic and solar-energy conversion applications. She joined the Physics faculty at Arizona State University at Tempe.

Dr. Nav Nidhi Rajput

Nidhi studies solvation structure and dynamics of electrolytes. She insists that if you’re not part of the solution, you’re part of the precipitate. She joined the Materials Science and Chemical Engineering faculty at Stony Brook University.

Dr. Kiran Mathew

Kiran is a machine for turning coffee into material property workflows. He is currently working at a stealth startup.

Dr. Miao Liu

Miao accelerates the discovery of new energy-storage materials using high-throughput first-principles calculations. His interest also extends to low-dimensional nanostructures. He is currently an associate professor at Institute of Physics in Chinese Academy of Sciences.

Dr. Xiaohui Qu

Xiaohui works on high-throughput screening and design of novel electrolyte compounds. He continues his enthusiasm for batteries with a focus on the binder and on organic cathode materials. He is also expanding his vision to AI-driven rational design of functional molecules. He is currently a staff scientist at Brookhaven National Laboratory.

Dr. Yongwoo Shin

Yongwoo’s research seeks to elucidate structure-property relationships of novel energy materials. He is currently at Samsung in Boston.

Dr. Muratahan Aykol

Murat works at the intersection of computational materials science, informatics and infrastructure to provide new insights into designing better materials. He enjoys generating large material datasets as much as mining them to discover materials for a range of applications from batteries to corrosion protection. He is currently a staff data scientist at Rivian.

Dr. Hong (Kevin) Ding

Kevin seeks to understand the thermodynamic, kinetic, and mechanical properties of a wide range of technologically important materials via computation. For leisure, he reads (mostly about density functional theory), cooks, and travels. He is now a top industrial user of the Materials Project.

Dr. Wei Chen

Wei can see through the crystal ball of big data to tell the fortune of materials. He joined the faculty of the Illinois Institute of Technology.

Dr. Anubhav Jain

Anubhav is a materials hacker, working on high-throughput computational design of new materials in applications such as Li-ion batteries, multivalent batteries, and thermoelectrics. He is a staff scientist at LBL, and a PI on the Materials Project.

Miriam Brafman

Miriam founded Packlane, bringing her aptitude for great design well beyond web portals for materials scientists.

Dr. Eunseok Lee

Eunseok is a co-founder and CEO of High Entropy Informatics (HEI).

Dr. Michael Kocher

Michael is having a blast in industry.

Dr. Altaf Karim

Altaf joined the faculty of COMSATS Institute of Information Technology in Pakistan.

Dr. Jie Yu

Jie joined the faculty of Temple University as a research assistant professor.

Dr. Shyam Dwaraknath

Shyam is a nuclear engineer attempting to activate close collaborations between computational and experimental material science. Hopefully his efforts have a long decay constant. He is currently a staff data engineer at Rivian.

Dr. Julian Self

Member of the linear response team, Julian is interested in liquid electrolytes and energy storage devices.

Dr. Rebecca Stern

Rebecca joined Applied Materials in the Photomask Etch division and works on developing advanced tools for next-gen integrated circuit manufacturing.

Dr. Tingzheng Hou

Tingzheng seeks to understand the interfacial interactions and reactions between electrodes and electrolytes in beyond-intercalation battery systems.

Eric Sivonxay

Eric has joined Sam Blau’s group at LBNL as a postdoc.

Handong Ling

Handong joined the Persson group after his undergraduate career at UC Berkeley. He is now using high through-put computation to discover new piezoelectrics and the physics hidden in big data. Material science will always have a piezo his heart.

Dr. Trevor Seguin

He is currently at Integrated DNA Technologies.

Dr. Samuel Blau

Sam gets charged up thinking about battery interfaces. Despite his preference towards first-principles approaches, he’s coming around to the idea of letting machine learning do the heavy lifting.

Dr. Jimmy Shen

Jimmy is beside himself to build better batteries that are beneficial for bountiful energy generation. He is currently applying his expertise at Taiwan Semiconductor Manufacturing Company.

Martin Siron

Martin had a brief background studying and synthesizing photonic lead halide perovskites as an experimentalist, but now he’s working on finding better photocatalysts for CO2 reduction. I guess the main thing that hasn’t changed is his love for photons (and heavy metals?). That might be because when he travels, he likes to travel light.

Dr. Koki Muraoka

While Koki comes from an experimental chemistry lab focusing on porous materials, he is a big advocate for computer-aided exploration of material research because he feels there is something seriously wrong with a world that doesn’t have Cmd/Ctrl + Z. He currently holds an Assistant Professorship at the University of Tokyo.

François Chabbey

Having worked on embedded and mobile applications in Switzerland, François moved to the Bay Area and launched himself into frond-end and web applications. After building various BI tools and data pipeline applications with two start-ups, he decided to bring his expertise to the Materials Project. He focuses on implementing new components and visualizations, in addition to helping people making their front-end right.

Lexi Ringsby

Lexi is a junior at UC Berkeley studying chemical engineering. She is interested in energy storage devices and renewable energy technologies.

Ronald Kam

Ronald is an undergraduate student in Chemical Engineering, and was previously an experimentalist developing Li-ion battery anodes. After forming countless SEI layers, he is in a transition state towards studying the theory behind SEI formation. It seems likely he will get over the energy barrier, at least according to his stochastic simulations.

Ben Justus

Ben is a junior at UC Berkeley studying Materials Science and EECS.

Jerry Lin

Jerry is positively excited to study multivalent battery cathode materials. His interests include energy storage devices, sustainable energy technologies, and chugging cups of coffee. Jerry works as an applications development engineer at KLA.

Cody O'Donnell

Cody is a web application developer who spends most of his time thinking about two things: data and users. He loves turning big sets of data into visual, interactive tools that anyone can use. Right now his work is primarily focused on the Materials Project website and the end-user experience.

Nikita Redkar

Nikita is a fourth year Chemical Engineering student. She enjoys computational chemistry and its applications and is excited to be working on the SEI project.

Thea Petrocelli

Thea is a Berkeley transfer student who is working in the Persson Group. She is very excited to be studying the effects of partially reduced multivalent cations on solvent decomposition in battery electrolytes using DFT.