Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory | Paper Citation Record

Observation eb08e311-6ca5-4013-b4a3-77b01e3f1758 · outbound

This paper cites Inhomogeneous electron gas,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Inhomogeneous electron gas,

Reference 1

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This paper cites Self-consistent equations in- cluding exchange and correlation eﬀects,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Self-consistent equations in- cluding exchange and correlation eﬀects,

Reference 2

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This paper cites Since the ground-state problem of the Hamiltonian H(x1,x 2) can be treated as a one- particle problem in two dimensions, the problem can be solved exactly.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Since the ground-state problem of the Hamiltonian H(x1,x 2) can be treated as a one- particle problem in two dimensions, the problem can be solved exactly

Reference 3

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Observation 33965e29-dc06-4a51-8241-fdd648b715b4 · outbound

This paper cites Jacob’s ladder of density functional approximations for the exchange-correlation energy,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Jacob’s ladder of density functional approximations for the exchange-correlation energy,

Reference 4

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Observation 77ef8124-68cd-40c8-b3e5-a9647c59b82d · outbound

This paper cites Ground state of the electron gas by a stochastic method,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Ground state of the electron gas by a stochastic method,

Reference 5

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Observation 53266840-0b0b-4fa7-8d63-e4061fb20a36 · outbound

This paper cites Calculated electron aﬃni- ties of the elements,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Calculated electron aﬃni- ties of the elements,

Reference 6

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Observation b61e9d05-d8e6-4b55-9ab0-45edf8cb06ba · outbound

This paper cites Accurate spin- dependent electron liquid correlation energies for local spin density calculations: a critical analysis,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Accurate spin- dependent electron liquid correlation energies for local spin density calculations: a critical analysis,

Reference 7

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Observation 1f9941d1-7d4c-4de8-85c8-1f24a192e7f5 · outbound

This paper cites Generalized gradient approximation made simple,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Generalized gradient approximation made simple,

Reference 8

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Observation 6b9c7006-a687-4529-9e98-978421ad31b9 · outbound

This paper cites Accurate and simple an- alytic representation of the electron-gas correlation en- ergy,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Accurate and simple an- alytic representation of the electron-gas correlation en- ergy,

Reference 9

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This paper cites Accurate ﬁrst-principles struc- tures and energies of diversely bonded systems from an eﬃcient density functional,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Accurate ﬁrst-principles struc- tures and energies of diversely bonded systems from an eﬃcient density functional,

Reference 10

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Observation 0145db91-cdbe-45b9-ae72-490971d6d0a1 · outbound

This paper cites Generalized gra- dient approximation for the exchange-correlation hole of a many-electron system,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Generalized gra- dient approximation for the exchange-correlation hole of a many-electron system,

Reference 11

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Observation a9f5e597-b69a-42b7-932c-c3dd060dac4d · outbound

This paper cites Rationale for mixing exact exchange with density functional ap- proximations,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Rationale for mixing exact exchange with density functional ap- proximations,

Reference 12

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This paper cites A new mixing of Hartree–Fock and lo- cal density-functional theories,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory A new mixing of Hartree–Fock and lo- cal density-functional theories,

Reference 13

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Observation 1748bd43-2d3d-4e29-a7b2-5dfe1714784e · outbound

This paper cites Recent developments in libxc — A comprehensive library of functionals for density func- tional theory,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Recent developments in libxc — A comprehensive library of functionals for density func- tional theory,

Reference 14

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Observation 1acee482-1d88-4f91-8dd7-0297a4ee17ce · outbound

This paper cites Toward reliable density functional methods without adjustable parameters: The PBE0 model,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Toward reliable density functional methods without adjustable parameters: The PBE0 model,

Reference 15

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Observation 6c880571-c0da-4134-8893-a19c3e3ce570 · outbound

This paper cites Insights into current limitations of density functional theory,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Insights into current limitations of density functional theory,

Reference 16

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This paper cites Perspective: Fifty years of density- functional theory in chemical physics,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Perspective: Fifty years of density- functional theory in chemical physics,

Reference 17

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Observation 0336b786-da93-4b45-96b9-cc0f6c8c5ce4 · outbound

This paper cites Self-consistent hybrid functional for condensed systems,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Self-consistent hybrid functional for condensed systems,

Reference 18

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Observation a265b3d8-75c0-4d4a-bb9e-c0511fb9913b · outbound

This paper cites Fractional spins and static correlation error in density functional theory,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Fractional spins and static correlation error in density functional theory,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.617121Z

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This paper cites Facial expression recognition method based on gabor wavelet features and fractional power polynomial kernel PCA,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Facial expression recognition method based on gabor wavelet features and fractional power polynomial kernel PCA,

Reference 20

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This paper cites Towards a formal deﬁnition of static and dy- namic electronic correlations,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Towards a formal deﬁnition of static and dy- namic electronic correlations,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.590210Z

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This paper cites Machine learning for molecular and ma- terials science,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Machine learning for molecular and ma- terials science,

Reference 22

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This paper cites Waibel and K.-F.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Waibel and K.-F

Reference 23

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This paper cites Big data of materials science: Criti- cal role of the descriptor,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Big data of materials science: Criti- cal role of the descriptor,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.523747Z

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This paper cites Recent advances and applications of machine learning in solid-state materials science,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Recent advances and applications of machine learning in solid-state materials science,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.536096Z

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Observation ff271df8-bf98-4fb2-a742-d9285f9607fc · outbound

This paper cites Finding density functionals with machine learning,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Finding density functionals with machine learning,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.497881Z

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Observation 3866559f-0a29-47d9-b0c3-d4042eb27a57 · outbound

This paper cites Exchange-correlation potentials,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Exchange-correlation potentials,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.510751Z

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Observation 7029edd7-ee75-4ac0-9253-1699466e4f7f · outbound

This paper cites Kinetic Energy of Hydrocar- bons as a Function of Electron Density and Convolutional Neural Networks,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Kinetic Energy of Hydrocar- bons as a Function of Electron Density and Convolutional Neural Networks,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.473218Z

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Observation 70758a00-e143-4c1c-a639-13de51ed7814 · outbound

This paper cites Orbital-free bond breaking via machine learning,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Orbital-free bond breaking via machine learning,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.485725Z

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Observation 8ca50364-f178-4f4c-994d-32b8b47703d6 · outbound

This paper cites rameters.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory rameters

Reference 30

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T12:58:43.843754Z

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Observation 98dbe884-1b14-4ea9-951e-d346590ca260 · outbound

This paper cites Bypassing the Kohn-Sham equations with machine learning,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Bypassing the Kohn-Sham equations with machine learning,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.460331Z

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Observation 57caa8d1-bf31-43cf-b803-3418e1f9ca36 · outbound

This paper cites Improving the performance of long-range- corrected exchange-correlation functional with an embed- ded neural network,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Improving the performance of long-range- corrected exchange-correlation functional with an embed- ded neural network,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.445628Z

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Observation 832783b1-acd3-4e25-aa35-97b5e60dbca8 · outbound

This paper cites Neural-network Kohn-Sham exchange-correlation po- tential and its out-of-training transferability,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Neural-network Kohn-Sham exchange-correlation po- tential and its out-of-training transferability,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.431977Z

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Observation 1765ab81-356c-4d4e-ba90-b93129ff02fc · outbound

This paper cites mBEEF-vdW: Robust ﬁtting of error estimation density functionals,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory mBEEF-vdW: Robust ﬁtting of error estimation density functionals,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.419211Z

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Observation 660a26b5-fa02-4dc8-aa9e-17f62d92049b · outbound

This paper cites Density functionals for surface science: Exchange-correlation model development with bayesian error estimation,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Density functionals for surface science: Exchange-correlation model development with bayesian error estimation,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.405981Z

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Observation b0d21d91-ee02-4dee-90e3-422a79f39c12 · outbound

This paper cites Pure density functional for strong correlation and the thermo- dynamic limit from machine learning,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Pure density functional for strong correlation and the thermo- dynamic limit from machine learning,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.393905Z

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Observation 97839603-f51d-406c-a6d8-180995b241b6 · outbound

This paper cites Derivation and application of an accurate Kohn-Sham potential with in- teger discontinuity,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Derivation and application of an accurate Kohn-Sham potential with in- teger discontinuity,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.381585Z

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Observation 9a5143c1-8b4e-40c6-943c-4d68386bdaf7 · outbound

This paper cites A variational approach to the unipotential many-electron problem,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory A variational approach to the unipotential many-electron problem,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.369774Z

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Observation 70715c5b-f051-4819-9b62-892f338189e6 · outbound

This paper cites Optimized eﬀective atomic central potential,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Optimized eﬀective atomic central potential,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.353559Z

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Observation 5cadd6b1-2b46-455c-bf28-3db41d5a7868 · outbound

This paper cites Exchange-corre- lation potential with correct asymptotic behavior,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Exchange-corre- lation potential with correct asymptotic behavior,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.340006Z

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Observation deb2ee00-77cb-4345-9cdc-c6ad1d24c9bf · outbound

This paper cites A simple eﬀective po- tential for exchange,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory A simple eﬀective po- tential for exchange,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.326803Z

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Observation fe5d5052-4394-4811-9d8b-f72a7dc2b145 · outbound

This paper cites Accurate Band Gaps of Semi- conductors and Insulators with a Semilocal Exchange- Correlation Potential,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Accurate Band Gaps of Semi- conductors and Insulators with a Semilocal Exchange- Correlation Potential,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.315073Z

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Observation 0597e2b3-c17e-4282-8fe0-72f8c9888521 · outbound

This paper cites How to tell when a model Kohn–Sham potential is not a functional deriva- tive,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory How to tell when a model Kohn–Sham potential is not a functional deriva- tive,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.302507Z

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Observation 7ceb14d7-458c-47b7-a8b5-a3aab62f3aa3 · outbound

This paper cites Large-Scale Benchmark of Ex- change–Correlation Functionals for the Determination of Electronic Band Gaps of Solids,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Large-Scale Benchmark of Ex- change–Correlation Functionals for the Determination of Electronic Band Gaps of Solids,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.289082Z

Source-reported events for the cited work

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Observation 4eb01ac8-3708-4d1e-82e1-3f7ec6e6eb8e · outbound

This paper cites Automatic diﬀerentiation in pytorch,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Automatic diﬀerentiation in pytorch,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.276058Z

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Observation bfa078f9-345f-4ac5-991a-ff20c2557ae2 · outbound

This paper cites TensorFlow: Large-scale machine learning on heterogeneous systems,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory TensorFlow: Large-scale machine learning on heterogeneous systems,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.262606Z

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Observation f8d2e4a1-5f86-4be2-ac21-77f282b5312a · outbound

This paper cites Completing density functional theory by machine-learning hidden messages from molecules.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Completing density functional theory by machine-learning hidden messages from molecules

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-08-14T12:58:43.105802Z

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Observation f83b5ae6-918a-44fe-8d32-d678c2337a10 · outbound

This paper cites Reference electronic structure calculations in one dimension,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Reference electronic structure calculations in one dimension,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.249852Z

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Observation 98ad8786-8b2b-4c64-87ea-c8e8f283adbd · outbound

This paper cites Real-space grids and the Octo- pus code as tools for the development of new simulation approaches for electronic systems,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Real-space grids and the Octo- pus code as tools for the development of new simulation approaches for electronic systems,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.236504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bca953ee-b192-44cd-8f52-54a28edd65a6 · outbound

This paper cites Numerical methods for the inverse problem of density functional theory,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Numerical methods for the inverse problem of density functional theory,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.223327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 63205458-b0a3-4019-af9e-41d5ebf7e450 · outbound

This paper cites Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs).

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-14T12:58:42.991811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ac93fbb-51b0-455c-ab77-c0ae8632b603 · outbound

This paper cites an unresolved cited work.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:58:43.210250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation dda4d429-40c7-443e-8d12-9ca123f12437 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Adam: A Method for Stochastic Optimization

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-14T12:58:43.000699Z

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Unavailable: canonical work link unavailable.

Observation 1f9c7f9b-85d3-4ac1-8819-5b163ce9c1ac · outbound

This paper cites Revisiting Small Batch Training for Deep Neural Networks.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Revisiting Small Batch Training for Deep Neural Networks

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-14T12:58:43.004655Z

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Unavailable: canonical work link unavailable.

Observation d61d7155-5aad-46d1-80c6-e7256316f307 · outbound

This paper cites Goodfellow, Y.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Goodfellow, Y

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-14T12:58:43.008835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c5fce5c-05c7-4713-a25d-323e0c718d24 · outbound

This paper cites Density functional theory beyond the linear regime: Validating an adiabatic local density approximation,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Density functional theory beyond the linear regime: Validating an adiabatic local density approximation,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.187592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bd20db91-1ffc-4c53-9c36-f09ccd5e3c7f · outbound

This paper cites MN15-L: A New Local Exchange-Correlation Functional for Kohn–Sham Density Functional Theory with Broad Accuracy for Atoms, Molecules, and Solids,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory MN15-L: A New Local Exchange-Correlation Functional for Kohn–Sham Density Functional Theory with Broad Accuracy for Atoms, Molecules, and Solids,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.174122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7b4495c3-0646-4166-9582-b5cb1c07a8f4 · outbound

This paper cites MN15: A Kohn–Sham global-hybrid exchange–correlation density functional with broad accuracy for multi-reference and single-reference systems and noncovalent interactions,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory MN15: A Kohn–Sham global-hybrid exchange–correlation density functional with broad accuracy for multi-reference and single-reference systems and noncovalent interactions,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.153552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6d3096b0-2735-4a56-8fa7-b5b1cf04770c · outbound

This paper cites ωB97M-V: A combinatorially optimized, range-separated hybrid, me- ta-GGA density functional with VV10 nonlocal correla- tion,.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory ωB97M-V: A combinatorially optimized, range-separated hybrid, me- ta-GGA density functional with VV10 nonlocal correla- tion,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.135379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ca30fc12-2a37-4046-818f-beff44d434a0 · outbound

This paper cites Can ex- act conditions improve machine-learned density function- als?.

Machine Learning the Physical Non-Local Exchange-Correlation Functional of Density-Functional Theory Can ex- act conditions improve machine-learned density function- als?

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:58:43.120933Z

Source-reported events for the cited work

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