Janosh Riebesell

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Stochastic Search Algorithms

Dielectric Constant

Knowledge Retrieval

Top Venues

Nat. Mac. Intell.

J. Open Source Softw.

Publications

Bowen Deng, Yunyeong Choi, Peichen Zhong, Janosh Riebesell, Shashwat Anand, Zhuohan Li, KyuJung Jun, Kristin A. Persson, Gerbrand Ceder
Overcoming systematic softening in universal machine learning interatomic potentials by fine-tuning. CoRR (2024)
Yuan Chiang, Chia-Hong Chou, Janosh Riebesell
LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval and Distillation. CoRR (2024)
Janosh Riebesell, T. Wesley Surta, Rhys E. A. Goodall, Michael Gaultois, Alpha A. Lee
Pushing the Pareto front of band gap and permittivity: ML-guided search for dielectric materials. CoRR (2024)
Andrew S. Rosen, Max Gallant, Janine George, Janosh Riebesell, Hrushikesh Sahasrabuddhe, Jimmy-Xuan Shen, Mingjian Wen, Matthew L. Evans, Guido Petretto, David Waroquiers, Gian-Marco Rignanese, Kristin A. Persson, Anubhav Jain, Alex M. Ganose
Jobflow: Computational Workflows Made Simple. J. Open Source Softw. 9 (93) (2024)
Janosh Riebesell, Rhys E. A. Goodall, Anubhav Jain, Philipp Benner, Kristin A. Persson, Alpha A. Lee
Matbench Discovery - An evaluation framework for machine learning crystal stability prediction. CoRR (2023)
Bowen Deng, Peichen Zhong, KyuJung Jun, Janosh Riebesell, Kevin Han, Christopher J. Bartel, Gerbrand Ceder
CHGNet as a pretrained universal neural network potential for charge-informed atomistic modelling. Nat. Mac. Intell. 5 (9) (2023)