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Luca M. Ghiringhelli

Humboldt-Universität zu Berlin
H-index:36
Citation Count:6,698
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A high-performance and portable implementation of the SISSO method for CPUs and GPUs

针对CPU和GPU的高性能和便携式SISSO方法实现

Machine Learning: Science and Technology
IF0
2025-10-070
OA
Sebastian Eibl; Yi Yao; Matthias Scheffler; Markus Rampp; Luca M Ghiringhelli; Thomas A R Purcell
Extrapolation to the complete basis-set limit in density-functional theory using statistical learning

使用统计学习外推至密度泛函理论中的完整基集极限

PHYSICAL REVIEW MATERIALS
IF3.4
2025-01-131
OA
Speckhard, Daniel T.; Carbogno, Christian; Ghiringhelli, Luca M.; Lubeck, Sven; Scheffler, Matthias; Draxl, Claudia
How big is big data?

大数据有多大？

FARADAY DISCUSSIONS
IF3.1
2025-01-011
OA
Speckhard, Daniel; Bechtel, Tim; Ghiringhelli, Luca M.; Kuban, Martin; Rigamonti, Santiago; Draxl, Claudia
Automatic identification of crystal structures and interfaces via artificial-intelligence-based electron microscopy
NPJ COMPUTATIONAL MATERIALS
IF11.9
2023-10-029
OA
Leitherer, Andreas; Yeo, Byung Chul; Liebscher, Christian H.; Ghiringhelli, Luca M.
Recent advances in the SISSO method and their implementation in the SISSO plus plus code
JOURNAL OF CHEMICAL PHYSICS
IF3.1
2023-09-1811
OA
Purcell, Thomas A. R.; Scheffler, Matthias; Ghiringhelli, Luca M.
Shared metadata for data-centric materials science
Scientific Data
IF6.9
2023-09-140
OAAI
Luca M. Ghiringhelli; Carsten Baldauf; Tristan Bereau; Sandor Brockhauser; Christian Carbogno; Javad Chamanara; Stefano Cozzini; Stefano Curtarolo; Claudia Draxl; Shyam Dwaraknath; Ádám Fekete; James Kermode; Christoph T. Koch; Markus Kühbach; Alvin Noe Ladines; Patrick Lambrix; Maja-Olivia Himmer; Sergey V. Levchenko; Micael Oliveira; Adam Michalchuk; Ronald E. Miller; Berk Onat; Pasquale Pavone; Giovanni Pizzi; Benjamin Regler; Gian-Marco Rignanese; Jörg Schaarschmidt; Markus Scheidgen; Astrid Schneidewind; Tatyana Sheveleva; Chuanxun Su; Denis Usvyat; Omar Valsson; Christof Wöll; Matthias Scheffler
Accelerating materials-space exploration for thermal insulators by mapping materials properties via artificial intelligence
NPJ COMPUTATIONAL MATERIALS
IF11.9
2023-06-2413
OA
Purcell, Thomas A. R.; Scheffler, Matthias; Ghiringhelli, Luca M.; Carbogno, Christian
The NOMAD Artificial-Intelligence Toolkit: turning materials-science data into knowledge and understanding

NOMAD人工智能工具包: 将材料科学数据转化为知识和理解

NPJ COMPUTATIONAL MATERIALS
IF11.9
2022-12-0524
OA
Sbailo, Luigi; Fekete, Adam; Ghiringhelli, Luca M.; Scheffler, Matthias
Numerical quality control for DFT-based materials databases

基于DFT的材料数据库的数值质量控制

NPJ COMPUTATIONAL MATERIALS
IF11.9
2022-04-1912
OA
Carbogno, Christian; Thygesen, Kristian Sommer; Bieniek, Bjoern; Draxl, Claudia; Ghiringhelli, Luca M.; Gulans, Andris; Hofmann, Oliver T.; Jacobsen, Karsten W.; Lubeck, Sven; Mortensen, Jens Jorgen; Strange, Mikkel; Wruss, Elisabeth; Scheffler, Matthias
Finding predictive models for singlet fission by machine learning

通过机器学习寻找单重态裂变的预测模型

NPJ COMPUTATIONAL MATERIALS
IF11.9
2022-04-1912
OA
Liu, Xingyu; Wang, Xiaopeng; Gao, Siyu; Chang, Vincent; Tom, Rithwik; Yu, Maituo; Ghiringhelli, Luca M.; Marom, Noa
Learning Design Rules for Selective Oxidation Catalysts from High-Throughput Experimentation and Artificial Intelligence

从高通量实验和人工智能中学习选择性氧化催化剂的设计规则

ACS CATALYSIS
IF13.1
2022-01-3126
OAAI
Foppa, Lucas; Sutton, Christopher; Ghiringhelli, Luca M.; De, Sandip; Loeser, Patricia; Schunk, Stephan A.; Schaefer, Ansgar; Scheffler, Matthias
Artificial-intelligence-driven discovery of catalyst genes with application to CO2 activation on semiconductor oxides

人工智能驱动的催化剂基因发现及其在半导体氧化物上的CO2活化中的应用

NATURE COMMUNICATIONS
IF15.7
2022-01-2069
OAAI
Mazheika, Aliaksei; Wang, Yang-Gang; Valero, Rosendo; Vines, Francesc; Illas, Francesc; Ghiringhelli, Luca M.; Levchenko, Sergey, V; Scheffler, Matthias
Robust recognition and exploratory analysis of crystal structures via Bayesian deep learning
NATURE COMMUNICATIONS
IF15.7
2021-10-2926
OAAI
Leitherer, Andreas; Ziletti, Angelo; Ghiringhelli, Luca M.
Materials genes of heterogeneous catalysis from clean experiments and artificial intelligence

来自清洁实验和人工智能的非均相催化材料基因

MRS BULLETIN
IF4.9
2021-10-0136
OAAI
Foppa, Lucas; Ghiringhelli, Luca M.; Girgsdies, Frank; Hashagen, Maike; Kube, Pierre; Havecker, Michael; Carey, Spencer J.; Tarasov, Andrey; Kraus, Peter; Rosowski, Frank; Schlogl, Robert; Trunschke, Annette; Scheffler, Matthias
Data-driven equation for drug-membrane permeability across drugs and membranes (vol 154, 244114, 2021)
JOURNAL OF CHEMICAL PHYSICS
IF3.1
2021-07-190
PREAI
Dutta, Arghya; Vreeken, Jilles; Ghiringhelli, Luca M.; Bereau, Tristan
Data-driven equation for drug-membrane permeability across drugs and membranes
JOURNAL OF CHEMICAL PHYSICS
IF3.1
2021-06-2912
OAAI
Dutta, Arghya; Vreeken, Jilles; Ghiringhelli, Luca M.; Bereau, Tristan
Investigating the ranges of (meta)stable phase formation in (InxGa1-x)2O3: Impact of the cation coordination
PHYSICAL REVIEW MATERIALS
IF3.4
2020-12-0419
OAAI
Wouters, C.; Sutton, C.; Ghiringhelli, L. M.; Markurt, T.; Schewski, R.; Hassa, A.; von Wenckstern, H.; Grundmann, M.; Scheffler, M.; Albrecht, M.
Identifying domains of applicability of machine learning models for materials science
NATURE COMMUNICATIONS
IF15.7
2020-09-0491
OAAI
Sutton, Christopher; Boley, Mario; Ghiringhelli, Luca M.; Rupp, Matthias; Vreeken, Jilles; Scheffler, Matthias
Crowd-sourcing materials-science challenges with the NOMAD 2018 Kaggle competition
NPJ COMPUTATIONAL MATERIALS
IF11.9
2019-11-1843
OAAI
Sutton, Christopher; Ghiringhelli, Luca M.; Yamamoto, Takenori; Lysogorskiy, Yury; Blumenthal, Lars; Hammerschmidt, Thomas; Golebiowski, Jacek R.; Liu, Xiangyue; Ziletti, Angelo; Scheffler, Matthias
Determining surface phase diagrams including anharmonic effects
PHYSICAL REVIEW B
IF3.7
2019-11-1415
OAAI
Zhou, Yuanyuan; Scheffler, Matthias; Ghiringhelli, Luca M.

Research Directions

The data has not been retrieved yet.
M
Matthias Scheffler
H-index:133Papers:1,003Citations:6.8万
L
Luigi Delle Site
H-index:49Papers:193Citations:6,320
A
A. Fasolino
H-index:49Papers:257Citations:8,203
E
Evert Jan Meijer
H-index:47Papers:122Citations:6,883
C
Christian Carbogno
H-index:24Papers:117Citations:1,812
C
Christopher Sutton
H-index:25Papers:103Citations:4,084
D
Davide Donadio
H-index:52Papers:294Citations:3.0万
C
Claudia Draxl
H-index:67Papers:540Citations:2.0万
S
Saswata Bhattacharya
H-index:33Papers:224Citations:3,702
S
Sergey V. Levchenko
H-index:30Papers:170Citations:1.1万