Patrick Rinke

Atomic and Molecular Physics, and Optics · 2005–2019

A researcher in the Science corpus: 19 papers; trusts 8 researchers and is trusted by 1 researcher here, as inferred from the citation graph.

Subfields

Atomic and Molecular Physics, and Optics — 173 citations into it; #6,455 of 7,135 by trust here, #1,428 by citations
Materials Chemistry — 172 citations into it; #10,853 of 11,513 by trust here, #3,773 by citations
Computational Chemistry & Drug Discovery — 45 citations into it
Computational Theory and Mathematics — 45 citations into it
Computer Vision and Pattern Recognition — 7 citations into it
Optimization & Training — 5 citations into it

Whom Patrick Rinke trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

Who trusts Patrick Rinke overall

Papers from Patrick Rinke's perspective

Ordered by how strongly the researchers Patrick Rinke trusts endorse each paper. Same corpus, a different order for every researcher.

Gradient-based learning applied to document recognition
ImageNet classification with deep convolutional neural networks
Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
Long Short-Term Memory
Attention is All you Need (Neural Information Processing Systems)
ImageNet: A large-scale hierarchical image database
Learning Multiple Layers of Features from Tiny Images
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)

Their papers

Assessment of correlation energies based on the random-phase approximation (2011) — 143 citations
DScribe: Library of Descriptors for Machine Learning in Materials Science (2019) — 748 citations
Indirect Auger recombination as a cause of efficiency droop in nitride light-emitting diodes (2011) — 480 citations
Exploring the random phase approximation: Application to CO adsorbed on Cu(111) (2009) — 145 citations
Auger recombination rates in nitrides from first principles (2009) — 362 citations
Resolution-of-identity approach to Hartree–Fock, hybrid density functionals, RPA, MP2 and GW with numeric atom-centered orbital basis functions (2012) — 664 citations
Unified description of ground and excited states of finite systems: The self-consistent GW approach (2012) — 153 citations
Hybrid functional studies of the oxygen vacancy in TiO 2 (2010) — 492 citations
Data‐Driven Materials Science: Status, Challenges, and Perspectives (2019) — 725 citations
Accurate localized resolution of identity approach for linear-scaling hybrid density functionals and for many-body perturbation theory (2015) — 146 citations
Random-phase approximation and its applications in computational chemistry and materials science (2012) — 521 citations
Tin dioxide from first principles: Quasiparticle electronic states and optical properties (2011) — 140 citations
Electronic band structure of zirconia and hafnia polymorphs from the GW perspective (2010) — 189 citations
First-principles modeling of localized d states with the GW@LDA+U approach (2010) — 205 citations
Strain effects in group-III nitrides: Deformation potentials for AlN, GaN, and InN (2009) — 151 citations
Defect formation energies without the band-gap problem: combining density-functional theory and the GW approach for the silicon self-interstitial. (2008) — 150 citations
Consistent set of band parameters for the group-III nitrides AlN, GaN, and InN (2008) — 349 citations
Band gap and band parameters of InN and GaN from quasiparticle energy calculations based on exact-exchange density-functional theory (2006) — 146 citations
Combining GW calculations with exact-exchange density-functional theory: an analysis of valence-band photoemission for compound semiconductors (2005) — 231 citations