The rocky path of DFT into chemistry—Discussions at a symposium and reflections on a circular journey in honor of Axel Becke 1953–2025

S Sture Nordholm (Department of Chemistry and Molecular Biology, The University of Gothenburg 1 , Göteborg,) E Evert Jan Baerends (Vrije Universiteit 2 , Amsterdam,) K Kieron Burke (University of California 3 , Irvine, California 92697,) P Peter Gill (University of Sydney 4 , Sydney,) P Paola Gori-Giorgi (AI for Science, Microsoft Research 5 , Amsterdam,) S Stefan Grimme (Mulliken Center for Theoretical Chemistry, Clausius Institute for Physical and Theoretical Chemistry, University of Bonn, Beringstraße 4, Bonn 53115, Germany) M Martin Head-Gordon (Department of Chemistry) T Trygve Helgaker (University of Oslo 8 , Oslo,) E Erin Johnson (Dalhousie University 9 , Halifax, Nova Scotia B3H 4R2,) R Robert O. Jones (Forschungszentrum Jülich 10 , Jülich,) J John Perdew (Tulane University 11 , New Orleans, Louisiana 70118,) D Dennis Salahub (University of Calgary 12 , Calgary, Alberta T2N 1N4,) A Andreas Savin (Laboratoire de Chemie Theorique, CNRS and Sorbonne University 13 , Paris,) G Gustavo Scuseria (Rice University 14 , Houston, Texas 77005,) D David J. Tozer (Durham University 15 , Durham,) W Weitao Yang (Department of Radiology, Tongji Hospital, Shanghai Frontiers Science Center of Nanocatalytic Medicine, The Institute for Biomedical Engineering & Nano Science, School of Medicine) R Russell J. Boyd (Dalhousie University 9 , Halifax, Nova Scotia B3H 4R2,) H Henry F. Schaefer (Center for Computational Quantum Chemistry)

Abstract

We summarize a recent symposium on density functional theory for electronic structure in chemical applications and honor a key contributor, Axel Becke. The theory of electronic structure is entirely quantum mechanical and, in its original wave function form, runs into mathematical and numerical problems due to high spatial dimensionality, as each electron adds three new coordinates. The approximate reduction of dimensionality in the form of density functional theory (DFT) was first proposed in the mid-1920s but took 40 years to be verified as possible in principle. The development of increasingly accurate functionals, expressing the electronic energy in terms of the density of the electrons, was initially driven by the physics community, but after a series of innovations, including (i) going from local to non-local exchange–correlation energy functionals and (ii) partial retention of exact exchange in terms of wave functions, there was a breakthrough in the early 1990s, and leading quantum chemists accepted DFT. The resulting improved ability to solve chemical problems by computation was rewarded with a Nobel Prize to Walter Kohn and John Pople in 1998. Given the many controversies surrounding the introduction of DFT into chemistry, a symposium was held at the Royal Swedish Academy of Sciences on November 7 and 8, 2024, to look back at the barriers and breakthroughs and identify the key contributors and their advancements. Axel Becke played a major role in bringing DFT into chemistry. We record the unique breadth and depth of the discussions at the symposium and the role of Becke, whose life ended a year thereafter.

Article Details

Volume / Issue Vol. 165, Issue 5
Published August 07, 2026
ISSN 0021-9606
Publisher American Institute of Physics

Journal Info

The Journal of Chemical Physics

American Institute of Physics

ISSN: 0021-9606 Physical Sciences

Authors (18)

S

Sture Nordholm

Department of Chemistry and Molecular Biology, The University of Gothenburg 1 , Göteborg,

E

Evert Jan Baerends

Vrije Universiteit 2 , Amsterdam,

K

Kieron Burke

University of California 3 , Irvine, California 92697,

P

Peter Gill

University of Sydney 4 , Sydney,

P

Paola Gori-Giorgi

AI for Science, Microsoft Research 5 , Amsterdam,

S

Stefan Grimme

Mulliken Center for Theoretical Chemistry, Clausius Institute for Physical and Theoretical Chemistry, University of Bonn, Beringstraße 4, Bonn 53115, Germany

M

Martin Head-Gordon

Department of Chemistry

T

Trygve Helgaker

University of Oslo 8 , Oslo,

E

Erin Johnson

Dalhousie University 9 , Halifax, Nova Scotia B3H 4R2,

R

Robert O. Jones

Forschungszentrum Jülich 10 , Jülich,

J

John Perdew

Tulane University 11 , New Orleans, Louisiana 70118,

D

Dennis Salahub

University of Calgary 12 , Calgary, Alberta T2N 1N4,

A

Andreas Savin

Laboratoire de Chemie Theorique, CNRS and Sorbonne University 13 , Paris,

G

Gustavo Scuseria

Rice University 14 , Houston, Texas 77005,

D

David J. Tozer

Durham University 15 , Durham,

W

Weitao Yang

Department of Radiology, Tongji Hospital, Shanghai Frontiers Science Center of Nanocatalytic Medicine, The Institute for Biomedical Engineering & Nano Science, School of Medicine

R

Russell J. Boyd

Dalhousie University 9 , Halifax, Nova Scotia B3H 4R2,

H

Henry F. Schaefer

Center for Computational Quantum Chemistry