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M

Michele Ceriotti

Institute of Materials

62H指数
416论文数
1.6W被引数
收录论文 89
发表时间
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Molecular Surface Engineering of Sulfide Electrolytes with Enhanced Humidity Tolerance for Robust Lithium Metal All-Solid-State Batteries用于坚固的锂金属全固态电池的具有增强的耐湿性的硫化物电解质的分子表面工程
errAdvanced Materials
IF26.8
err2025-12-16
err0
errOAAI
errLaras Fadillah; Leonie Braks; Jihoon Oh; Mingliang Liu; Hanna Türk; Davide Tisi; Mounir Mensi; Michele Ceriotti; Jang Wook Choi; Ali Coskun
err分享
err收藏
PET-MAD as a lightweight universal interatomic potential for advanced materials modelingPET-MAD作为一种轻量级通用原子间势能用于先进材料建模
errNature Communications
IF15.7
err2025-11-27
err0
errOAAI
errArslan Mazitov; Filippo Bigi; Matthias Kellner; Paolo Pegolo; Davide Tisi; Guillaume Fraux; Sergey Pozdnyakov; Philip Loche; Michele Ceriotti
err分享
err收藏
Massive Atomic Diversity: a compact universal dataset for atomistic machine learning原子多样性：用于原子尺度机器学习的紧凑型通用数据集
errScientific Data
IF6.9
err2025-11-21
err0
errOAAI
errArslan Mazitov; Sofiia Chorna; Guillaume Fraux; Marnik Bercx; Giovanni Pizzi; Sandip De; Michele Ceriotti
err分享
err收藏
An Adapted Similarity Kernel and Generalized Convex Hull for Molecular Crystal Structure Prediction一种自适应相似性核与广义凸包用于分子晶体结构预测
errCrystal Growth & Design
IF3.4
err2025-10-23
err0
errOAAI
errJennie Martin; Michele Ceriotti; Graeme M. Day
err分享
err收藏
Fast and flexible long-range models for atomistic machine learning快速且灵活的长程模型用于原子尺度机器学习
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2025-04-08
err1
errOAAI
errHuguenin-Dumittan, Kevin K.; Honarmand, Melika; Xu, Qianjun; Rumiantsev, Egor; How, Wei Bin; Langer, Marcel F.; Ceriotti, Michele
err分享
err收藏
PLUMED Tutorials: A collaborative, community-driven learning ecosystemPLUMED教程: 一个协作的，社区驱动的学习生态系统
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2025-03-07
err1
PREAI
errTribello, Gareth A.; Bonomi, Massimiliano; Bussi, Giovanni; Camilloni, Carlo; Armstrong, Blake I.; Arsiccio, Andrea; Aureli, Simone; Ballabio, Federico; Bernetti, Mattia; Bonati, Luigi; Brookes, Samuel G. H.; Brotzakis, Z. Faidon; Capelli, Riccardo; Ceriotti, Michele; Chan, Kam-Tung; Cossio, Pilar; Dasetty, Siva; Donadio, Davide; Ensing, Bernd; Ferguson, Andrew L.; Fraux, Guillaume; Gale, Julian D.; Gervasio, Francesco Luigi; Giorgino, Toni; Herringer, Nicholas S. M.; Hocky, Glen M.; Hoff, Samuel E.; Invernizzi, Michele; Languin-Cattoen, Olivier; Leone, Vanessa; Limongelli, Vittorio; Lopez-Acevedo, Olga; Marinelli, Fabrizio; Febrer Martinez, Pedro; Masetti, Matteo; Mehdi, Shams; Michaelides, Angelos; Murtada, Mhd Hussein; Parrinello, Michele; Piaggi, Pablo M.; Pietropaolo, Adriana; Pietrucci, Fabio; Pipolo, Silvio; Pritchard, Claire; Raiteri, Paolo; Raniolo, Stefano; Rapetti, Daniele; Rizzi, Valerio; Rydzewski, Jakub; Salvalaglio, Matteo; Schran, Christoph; Seal, Aniruddha; Shayesteh Zadeh, Armin; Silva, Tomas F. D.; Spiwok, Vojtech; Stirnemann, Guillaume; Sucerquia, Daniel; Tiwary, Pratyush; Valsson, Omar; Vendruscolo, Michele; Voth, Gregory A.; White, Andrew D.; Wu, Jiangbo
err分享
err收藏
Adaptive energy reference for machine-learning models of the electronic density of states电子态密度机器学习模型的自适应能量参考
errPHYSICAL REVIEW MATERIALS
IF3.4
err2025-01-22
err0
PREAI
errBin How, Wei; Chong, Sanggyu; Grasselli, Federico; Huguenin-Dumittan, Kevin K.; Ceriotti, Michele
err分享
err收藏
Prediction rigidities for data-driven chemistry
errFARADAY DISCUSSIONS
IF3.1
err2025-01-01
err0
errOAAI
errChong, Sanggyu; Bigi, Filippo; Grasselli, Federico; Loche, Philip; Kellner, Matthias; Ceriotti, Michele
err分享
err收藏
Probing the effects of broken symmetries in machine learning
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-10-29
err1
errOAAI
errLanger, Marcel F.; Pozdnyakov, Sergey N.; Ceriotti, Michele
err分享
err收藏
A prediction rigidity formalism for low-cost uncertainties in trained neural networks
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-10-22
err0
errOAAI
errBigi, Filippo; Chong, Sanggyu; Ceriotti, Michele; Grasselli, Federico
err分享
err收藏
i-PI 3.0: A flexible and efficient framework for advanced atomistic simulations
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2024-08-14
err9
errOAAI
errLitman, Yair; Kapil, Venkat; Feldman, Yotam M. Y.; Tisi, Davide; Begusic, Tomislav; Fidanyan, Karen; Fraux, Guillaume; Higer, Jacob; Kellner, Matthias; Li, Tao E.; Pos, Eszter S.; Stocco, Elia; Trenins, George; Hirshberg, Barak; Rossi, Mariana; Ceriotti, Michele
err分享
err收藏
Wigner kernels: Body-ordered equivariant machine learning without a basis
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2024-07-26
err2
errOAAI
errBigi, Filippo; Pozdnyakov, Sergey N.; Ceriotti, Michele
err分享
err收藏
Uncertainty quantification by direct propagation of shallow ensembles
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-07-05
err9
errOAAI
errKellner, Matthias; Ceriotti, Michele
err分享
err收藏
Modeling the ferroelectric phase transition in barium titanate with DFT accuracy and converged sampling
errPHYSICAL REVIEW B
IF3.7
err2024-07-01
err0
errOAAI
errGigli, Lorenzo; Goscinski, Alexander; Ceriotti, Michele; Tribello, Gareth A.
err分享
err收藏
Thermal conductivity of Li 3 PS 4 solid electrolytes with ab initio accuracyLi 3 PS 4固体电解质的热导率
errPHYSICAL REVIEW MATERIALS
IF3.4
err2024-06-12
err1
PREAI
errTisi, Davide; Grasselli, Federico; Gigli, Lorenzo; Ceriotti, Michele
err分享
err收藏
Electronic Excited States from Physically Constrained Machine Learning来自物理约束机器学习的电子激发态
errACS CENTRAL SCIENCE
IF10.4
err2024-02-29
err4
errOAAI
errCignoni, Edoardo; Suman, Divya; Nigam, Jigyasa; Cupellini, Lorenzo; Mennucci, Benedetta; Ceriotti, Michele
err分享
err收藏
Mechanism of Charge Transport in Lithium Thiophosphate硫代磷酸锂的电荷传输机理
errCHEMISTRY OF MATERIALS
IF7
err2024-02-05
err8
errOAAI
errGigli, Lorenzo; Tisi, Davide; Grasselli, Federico; Ceriotti, Michele
err分享
err收藏
Accelerated chemical science with AI用AI加速化学科学
errDIGITAL DISCOVERY
IF5.6
err2024-01-01
err23
errOAAI
errBack, Seoin; Aspuru-Guzik, Alan; Ceriotti, Michele; Gryn'ova, Ganna; Grzybowski, Bartosz; Gu, Geun Ho; Hein, Jason; Hippalgaonkar, Kedar; Hormazabal, Rodrigo; Jung, Yousung; Kim, Seonah; Kim, Woo Youn; Moosavi, Seyed Mohamad; Noh, Juhwan; Park, Changyoung; Schrier, Joshua; Schwaller, Philippe; Tsuda, Koji; Vegge, Tejs; von Lilienfeld, O. Anatole; Walsh, Aron
err分享
err收藏
Robustness of Local Predictions in Atomistic Machine Learning Models原子机器学习模型中局部预测的鲁棒性
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2023-11-10
err18
errOAAI
errChong, Sanggyu; Grasselli, Federico; Ben Mahmoud, Chiheb; Morrow, Joe D.; Deringer, Volker L.; Ceriotti, Michele
err分享
err收藏
Fast evaluation of spherical harmonics with sphericart
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2023-08-08
err5
PREAI
errBigi, Filippo; Fraux, Guillaume; Browning, Nicholas J.; Ceriotti, Michele
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
M
Michele Parrinello
H 指数: 155 · 论文数: 924
余
余焓 (Yu Han)
H 指数: 137 · 论文数: 1.6K
R
Rajamani Krishna
H 指数: 128 · 论文数: 892
A
Aron Walsh
H 指数: 126 · 论文数: 987
K
Kwang S. Kim
H 指数: 122 · 论文数: 1.1K
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