Boris Kozinsky

Scopus Author ID ResearcherID ORCID

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 33

Top Venues

Nature communications

The journal of physical chemistry letters

Nature nanotechnology

Journal of the American Chemical Society

Harvard University

Massachusetts Institute of Technology (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Harvard University Jan 01 2018

United States

Associate Professor :: School of Engineering and Applied Sciences

Robert Bosch LLC Jul 15 2007

United States

Principal Scientist :: Research and Technology Center

Education History

Massachusetts Institute of Technology - Jun 09 2007

United States

PHD :: Physics

Publications

Zachary A H Goodwin, Malia B Wenny, Julia H Yang, Andrea Cepellotti, Jingxuan Ding, Kyle Bystrom, Blake R Duschatko, Anders Johansson, Lixin Sun, Simon Batzner, Albert Musaelian, Jarad A Mason, Boris Kozinsky, Nicola Molinari
Transferability and Accuracy of Ionic Liquid Simulations with Equivariant Machine Learning Interatomic Potentials. The journal of physical chemistry letters (2024)
Kyle Bystrom, Stefano Falletta, Boris Kozinsky
Training Machine-Learned Density Functionals on Band Gaps. Journal of chemical theory and computation (2024)
Zachary A H Goodwin, Malia B Wenny, Julia H Yang, Andrea Cepellotti, Jingxuan Ding, Kyle Bystrom, Blake R Duschatko, Anders Johansson, Lixin Sun, Simon Batzner, Albert Musaelian, Jarad A Mason, Boris Kozinsky, Nicola Molinari
Transferability and Accuracy of Ionic Liquid Simulations with Equivariant Machine Learning Interatomic Potentials. The journal of physical chemistry letters 15 (30) (2024)
Mgcini Keith Phuthi, Archie Mingze Yao, Simon Batzner, Albert Musaelian, Pin-Wen Guan, Boris Kozinsky, Ekin Dogus Cubuk, Venkatasubramanian Viswanathan
Accurate Surface and Finite-Temperature Bulk Properties of Lithium Metal at Large Scales Using Machine Learning Interaction Potentials. ACS omega 9 (9) (2024)
Mgcini Keith Phuthi, Archie Mingze Yao, Simon Batzner, Albert Musaelian, Pin-Wen Guan, Boris Kozinsky, Ekin Dogus Cubuk, Venkatasubramanian Viswanathan
Accurate Surface and Finite-Temperature Bulk Properties of Lithium Metal at Large Scales Using Machine Learning Interaction Potentials. ACS omega 9 (9) (2024)
Albert Musaelian, Simon Batzner, Anders Johansson, Lixin Sun, Cameron J Owen, Mordechai Kornbluth, Boris Kozinsky
Learning local equivariant representations for large-scale atomistic dynamics. Nature communications 14 (1) (2023)
Baptiste Lemaire, Yanhao Yu, Nicola Molinari, Haichao Wu, Zachary A H Goodwin, Friedrich Stricker, Boris Kozinsky, Joanna Aizenberg
Flexible fluid-based encapsulation platform for water-sensitive materials. Proceedings of the National Academy of Sciences of the United States of America 120 (34) (2023)
Alexandre C Foucher, Shengsong Yang, Daniel J Rosen, Renjing Huang, Jun Beom Pyo, Ohhun Kwon, Cameron J Owen, Dario Ferreira Sanchez, Ilia I Sadykov, Daniel Grolimund, Boris Kozinsky, Anatoly I Frenkel, Raymond J Gorte, Christopher B Murray, Eric A Stach
Synthesis and Characterization of Stable Cu-Pt Nanoparticles under Reductive and Oxidative Conditions. Journal of the American Chemical Society (2023)
Paul Le Floch, Siyuan Zhao, Ren Liu, Nicola Molinari, Eder Medina, Hao Shen, Zheliang Wang, Junsoo Kim, Zhigang Suo, Sebastian Partarrieu, Wenbo Wang, Chanan Sessler, Guogao Zhang, Hyunsu Park, Xian Gong, Andrew Spencer, Jongha Lee, Tianyang Ye, Xin Tang, Xiao Wang, Katia Bertoldi, Nanshu Lu, Boris Kozinsky, Zhigang Suo, Jia Liu
3D spatiotemporally scalable in vivo neural probes based on fluorinated elastomers. Nature nanotechnology 19 (3) (2023)
Paul Le Floch, Siyuan Zhao, Ren Liu, Nicola Molinari, Eder Medina, Hao Shen, Zheliang Wang, Junsoo Kim, Zhigang Suo, Sebastian Partarrieu, Wenbo Wang, Chanan Sessler, Guogao Zhang, Hyunsu Park, Xian Gong, Andrew Spencer, Jongha Lee, Tianyang Ye, Xin Tang, Xiao Wang, Katia Bertoldi, Nanshu Lu, Boris Kozinsky, Zhigang Suo, Jia Liu
3D spatiotemporally scalable in vivo neural probes based on fluorinated elastomers. Nature nanotechnology 19 (3) (2023)
Paul Le Floch, Siyuan Zhao, Ren Liu, Nicola Molinari, Eder Medina, Hao Shen, Zheliang Wang, Junsoo Kim, Zhigang Suo, Sebastian Partarrieu, Wenbo Wang, Chanan Sessler, Guogao Zhang, Hyunsu Park, Xian Gong, Andrew Spencer, Jongha Lee, Tianyang Ye, Xin Tang, Xiao Wang, Katia Bertoldi, Nanshu Lu, Boris Kozinsky, Zhigang Suo, Jia Liu
3D spatiotemporally scalable in vivo neural probes based on fluorinated elastomers. Nature nanotechnology 19 (3) (2023)
Albert Musaelian, Simon Batzner, Anders Johansson, Lixin Sun, Cameron J Owen, Mordechai Kornbluth, Boris Kozinsky
Learning local equivariant representations for large-scale atomistic dynamics. Nature communications 14 (1) (2023)
Paul Le Floch, Siyuan Zhao, Ren Liu, Nicola Molinari, Eder Medina, Hao Shen, Zheliang Wang, Junsoo Kim, Zhigang Suo, Sebastian Partarrieu, Wenbo Wang, Chanan Sessler, Guogao Zhang, Hyunsu Park, Xian Gong, Andrew Spencer, Jongha Lee, Tianyang Ye, Xin Tang, Xiao Wang, Katia Bertoldi, Nanshu Lu, Boris Kozinsky, Zhigang Suo, Jia Liu
3D spatiotemporally scalable in vivo neural probes based on fluorinated elastomers. Nature nanotechnology (2023)
Albert Musaelian, Simon Batzner, Anders Johansson, Lixin Sun, Cameron J Owen, Mordechai Kornbluth, Boris Kozinsky
Learning local equivariant representations for large-scale atomistic dynamics. Nature communications 14 (1) (2023)
Albert Musaelian, Simon Batzner, Anders Johansson, Lixin Sun, Cameron J Owen, Mordechai Kornbluth, Boris Kozinsky
Learning local equivariant representations for large-scale atomistic dynamics. Nature communications 14 (1) (2023)
Alexandre C Foucher, Shengsong Yang, Daniel J Rosen, Renjing Huang, Jun Beom Pyo, Ohhun Kwon, Cameron J Owen, Dario Ferreira Sanchez, Ilia I Sadykov, Daniel Grolimund, Boris Kozinsky, Anatoly I Frenkel, Raymond J Gorte, Christopher B Murray, Eric A Stach
Synthesis and Characterization of Stable Cu-Pt Nanoparticles under Reductive and Oxidative Conditions. Journal of the American Chemical Society 145 (9) (2023)
Jennifer D Lee, Jeffrey B Miller, Anna V Shneidman, Lixin Sun, Jason F Weaver, Joanna Aizenberg, Juergen Biener, Jorge Anibal Boscoboinik, Alexandre C Foucher, Anatoly I Frenkel, Jessi E S van der Hoeven, Boris Kozinsky, Nicholas Marcella, Matthew M Montemore, Hio Tong Ngan, Christopher R O'Connor, Cameron J Owen, Dario J Stacchiola, Eric A Stach, Robert J Madix, Philippe Sautet, Cynthia M Friend
Dilute Alloys Based on Au, Ag, or Cu for Efficient Catalysis: From Synthesis to Active Sites. Chemical reviews 122 (9) (2022)
Chen Zhou, Hio Tong Ngan, Jin Soo Lim, Zubin Darbari, Adrian Lewandowski, Dario J Stacchiola, Boris Kozinsky, Philippe Sautet, Jorge Anibal Boscoboinik
Dynamical Study of Adsorbate-Induced Restructuring Kinetics in Bimetallic Catalysts Using the PdAu(111) Model System. Journal of the American Chemical Society 144 (33) (2022)
Simon Batzner, Albert Musaelian, Lixin Sun, Mario Geiger, Jonathan P Mailoa, Mordechai Kornbluth, Nicola Molinari, Tess E Smidt, Boris Kozinsky
E(3)-equivariant graph neural networks for data-efficient and accurate interatomic potentials. Nature communications 13 (1) (2022)
Kyle Bystrom, Boris Kozinsky
CIDER: An Expressive, Nonlocal Feature Set for Machine Learning Density Functionals with Exact Constraints. Journal of chemical theory and computation 18 (4) (2022)
Lixin Sun, Jonathan Vandermause, Simon Batzner, Yu Xie, David Clark, Wei Chen, Boris Kozinsky
Multitask Machine Learning of Collective Variables for Enhanced Sampling of Rare Events. Journal of chemical theory and computation 18 (4) (2022)
Jonathan Vandermause, Yu Xie, Jin Soo Lim, Cameron J Owen, Boris Kozinsky
Active learning of reactive Bayesian force fields applied to heterogeneous catalysis dynamics of H/Pt. Nature communications 13 (1) (2022)
Nicholas Marcella, Jin Soo Lim, Anna M Płonka, George Yan, Cameron J Owen, Jessi E S van der Hoeven, Alexandre C Foucher, Hio Tong Ngan, Steven B Torrisi, Nebojsa S Marinkovic, Eric A Stach, Jason F Weaver, Joanna Aizenberg, Philippe Sautet, Boris Kozinsky, Anatoly I Frenkel
Decoding reactive structures in dilute alloy catalysts. Nature communications 13 (1) (2022)
Malia B Wenny, Nicola Molinari, Adam H Slavney, Surendra Thapa, Byeongdu Lee, Boris Kozinsky, Jarad A Mason
Understanding Relationships between Free Volume and Oxygen Absorption in Ionic Liquids. The journal of physical chemistry. B 126 (6) (2022)
Michael McEldrew, Zachary A H Goodwin, Nicola Molinari, Boris Kozinsky, Alexei A Kornyshev, Martin Z Bazant
Salt-in-Ionic-Liquid Electrolytes: Ion Network Formation and Negative Effective Charges of Alkali Metal Cations. The journal of physical chemistry. B 125 (50) (2021)
Casper W Andersen, Rickard Armiento, Evgeny Blokhin, Gareth J Conduit, Shyam S Dwaraknath, Matthew L Evans, Ádám Fekete, Abhijith Gopakumar, Saulius Gražulis, Andrius Merkys, Fawzi Mohamed, Corey Oses, Giovanni Pizzi, Gian Marco Rignanese, Markus Scheidgen, Leopold Talirz, Cormac Toher, Donald Winston, Rossella Aversa, Kamal Choudhary, Pauline Colinet, Stefano Curtarolo, Davide Di Stefano, Claudia Draxl, Süleyman Er, Marco Esters, Marco Fornari, Matteo Giantomassi, Marco Govoni, Geoffroy Hautier, Vinay Hegde, Matthew K Horton, Patrick Huck, Georg Huhs, Jens Hummelshøj, Ankit Kariryaa, Boris Kozinsky, Snehal Kumbhar, Mohan Liu, Nicola Marzari, Andrew J Morris, Arash A Mostofi, Kristin A Persson, Guido Petretto, Thomas Purcell, Francesco Ricci, Frisco Rose, Matthias Scheffler, Daniel Speckhard, Martin Uhrin, Antanas Vaitkus, Pierre Villars, David Waroquiers, Chris Wolverton, Michael Wu, Xiaoyu Yang
OPTIMADE, an API for exchanging materials data. Scientific data 8 (1) (2021)
Prahlad K Routh, Yang Liu, Nicholas Marcella, Boris Kozinsky, Anatoly I Frenkel
Latent Representation Learning for Structural Characterization of Catalysts. The journal of physical chemistry letters 12 (8) (2021)
Jin Soo Lim, Jonathan Vandermause, Matthijs A van Spronsen, Albert Musaelian, Yu Xie, Lixin Sun, Christopher R O'Connor, Tobias Egle, Nicola Molinari, Jacob Florian, Kaining Duanmu, Robert J Madix, Philippe Sautet, Cynthia M Friend, Boris Kozinsky
Evolution of Metastable Structures at Bimetallic Surfaces from Microscopy and Machine-Learning Molecular Dynamics. Journal of the American Chemical Society 142 (37) (2020)
Nicola Molinari, Boris Kozinsky
Chelation-Induced Reversal of Negative Cation Transference Number in Ionic Liquid Electrolytes. The journal of physical chemistry. B 124 (13) (2020)
Paul Le Floch, Nicola Molinari, Kewang Nan, Shuwen Zhang, Boris Kozinsky, Zhigang Suo, Jia Liu
Fundamental Limits to the Electrochemical Impedance Stability of Dielectric Elastomers in Bioelectronics. Nano letters 20 (1) (2019)
Nicola Molinari, Jonathan P Mailoa, Boris Kozinsky
General Trend of a Negative Li Effective Charge in Ionic Liquid Electrolytes. The journal of physical chemistry letters 10 (10) (2019)
Eric R Fadel, Francesco Faglioni, Georgy Samsonidze, Nicola Molinari, Boris V Merinov, William A Goddard, Jeffrey C Grossman, Jonathan P Mailoa, Boris Kozinsky
Role of solvent-anion charge transfer in oxidative degradation of battery electrolytes. Nature communications 10 (1) (2019)
Francesco Faglioni, Boris V Merinov, William A Goddard Iii, Boris Kozinsky
Factors affecting cyclic durability of all-solid-state lithium batteries using poly(ethylene oxide)-based polymer electrolytes and recommendations to achieve improved performance. Physical chemistry chemical physics : PCCP 20 (41) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Boris Kozinsky