Concepedia

Gradient Method Optimization

Gradient Method Optimization is a systematic analytical approach within chromatographic method development that distinguishes itself by iteratively refining the solvent gradient profile to enhance resolution, minimize run time, and improve peak shape in the separation of complex mixtures.

2.3K

Publications

145.3K

Citations

6.1K

Authors

1.8K

Institutions

Publications per year

2017–2026

726

Parents

Publications

2.3K

A Limited Memory Algorithm for Bound Constrained Optimization

Richard H. Byrd, Peihuang Lu, Jorge Nocedal et al. · SIAM Journal on Scientific Computing · 1995 · 6.2K citations

, , +16

Phase retrieval algorithms: a comparison

James R. Fienup · Applied Optics · 1982 · 5.6K citations

, , +9

Function minimization by conjugate gradients

R. Fletcher · The Computer Journal · 1964 · 4.9K citations · Full text

, , +9

Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules

ACS Central Science · 2018 · 3K citations · Full text

, , +16

Multiplier and gradient methods

Magnus R. Hestenes · Journal of Optimization Theory and Applications · 1969 · 2.5K citations

, , +8

1–5 of 2.3K

Authors

6.1K

  1. JR
    Joaquim R. R. A. Martins

    University of Michigan, United States

    15 publications · 1.6K citations

    13

    h-index

  2. JD
    J. D. Jansen

    Delft University of Technology, Netherlands

    13 publications · 874 citations

    12

    h-index

  3. KL
    Kok Lay Teo

    Curtin University, Australia

    10 publications · 352 citations

    10

    h-index

  4. AN
    Andrew Ning

    Brigham Young University, United States

    10 publications · 405 citations

    10

    h-index

  5. JT
    John T. Hwang

    University of Michigan, United States

    9 publications · 928 citations

    9

    h-index

1–5 of 6.1K

Institutions

1.8K

  1. Stanford University

    Stanford, United States

    24 h-index

    74 publications

    8.8K citations

  2. Chinese Academy of Sciences

    Beijing, China

    22 h-index

    88 publications

    3.8K citations

  3. University of Michigan

    Ann Arbor, United States

    22 h-index

    82 publications

    4.8K citations

  4. Tsinghua University

    Beijing, China

    21 h-index

    87 publications

    3.6K citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    21 h-index

    82 publications

    3.2K citations

  6. Delft University of Technology

    Delft, The Netherlands

    19 h-index

    65 publications

    5.4K citations

  7. University of California, Berkeley

    Berkeley, United States

    17 h-index

    31 publications

    3K citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    17 h-index

    35 publications

    5.6K citations

1–8 of 1.8K

Venues

  1. arXiv (Cornell University)

    Repository · 73 publications · 4.7K citations

    33

    h-index

  2. Journal of Chromatography A

    44 publications · 1.5K citations

    24

    h-index

  3. SIAM Journal on Optimization

    25 publications · 6.5K citations

    23

    h-index

  4. AIAA Journal

    22 publications · 806 citations

    17

    h-index

  5. Inverse Problems

    17 publications · 1.1K citations

    16

    h-index

1–5