Leaderboards/Solidification and crystal growth phenomena

Solidification and crystal growth phenomena

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Sungho Jeon
Hanyang University
2
Revanth Mattey
Michigan Technological University
3
Dianming Hou
Jiangsu Normal University
4
David Montes de Oca Zapiain
Sandia National Laboratories
5
Maosheng Jiang
Qingdao University
6
Vivek Oommen
Brown University
7
Alexander F. Chadwick
University of Michigan
8
Hui Ruan
Technische Universität Darmstadt
9
Tobias Frohoff-Hülsmann
University of Münster
10
Kaihua Ji
Northeastern University

Rising Stars Papers

1
Phase-field ductile fracture simulations of thermal cracking in additive manufacturing
Journal of the Mechanics and Physics of Solids|2024
36 cit.
2
Rethinking materials simulations: Blending direct numerical simulations with neural operators
npj Computational Materials|2024
35 cit.
3
Microstructure development during rapid alloy solidification
MRS Bulletin|2024
22 cit.
4
On microstructure development during laser melting and resolidification: An experimentally validated simulation study
Acta Materialia|2024
19 cit.
5
Accelerating charge estimation in molecular dynamics simulations using physics-informed neural networks: corrosion applications
npj Computational Materials|2025
16 cit.
6
Accelerating FEM-Based Corrosion Predictions Using Machine Learning
Journal of The Electrochemical Society|2024
15 cit.
7
A Linear Doubly Stabilized Crank-Nicolson Scheme for the Allen–Cahn Equation with a General Mobility
Advances in Applied Mathematics and Mechanics|2024
14 cit.
8
Integrating neural operators with diffusion models improves spectral representation in turbulence modelling
Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences|2025
14 cit.
9
Energy-Dissipative Spectral Renormalization Exponential Integrator Method for Gradient Flow Problems
SIAM Journal on Scientific Computing|2024
11 cit.
10
Statistical analysis of HAADF-STEM images to determine the surface coverage and distribution of immobilized molecular complexes
Matter|2024
11 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Jia Zhao
Jiaxing University
2
Daozhi Han
University at Buffalo, State University of New York
3
Taeyeong Heo
Hanyang University
4
Sang-Yeon Hwang
Hoseo University
5
Sansan Shuai
Shanghai University
6
Zhiping Mao
Ningbo Institute of Industrial Technology
7
Andrea Signori
Politecnico di Milano
8
Ashwin J. Shahani
University of Michigan
9
Dongfang Li
Nofima
10
Kamel Madi
Centre National de la Recherche Scientifique

Emerging Leaders Papers

1
Improving the accuracy and consistency of the scalar auxiliary variable (SAV) method with relaxation
Journal of Computational Physics|2022
154 cit.
2
Physics-informed neural networks with residual/gradient-based adaptive sampling methods for solving partial differential equations with sharp solutions
Applied Mathematics and Mechanics|2023
106 cit.
3
Existence of weak solutions to multiphase Cahn–Hilliard–Darcy and Cahn–Hilliard–Brinkman models for stratified tumor growth with chemotaxis and general source terms
arXiv (Cornell University)|2022
26 cit.
4
Linear relaxation schemes for the Allen–Cahn-type and Cahn–Hilliard-type phase field models
Applied Mathematics Letters|2022
23 cit.
5
On a Cahn–Hilliard–Keller–Segel model with generalized logistic source describing tumor growth
Journal of Differential Equations|2022
23 cit.
6
Thermodynamically consistent hydrodynamic phase-field computational modeling for fluid-structure interaction with moving contact lines
Journal of Computational Physics|2023
22 cit.
7
From irregular to regular eutectic growth in the Al-Al3Ni system: In situ observations during directional solidification
Acta Materialia|2024
21 cit.
8
Three-dimensional morphology of an ultrafine Al-Si eutectic produced via laser rapid solidification
Scripta Materialia|2023
20 cit.
9
A general framework to derive linear, decoupled and energy-stable schemes for reversible-irreversible thermodynamically consistent models
Computers & Mathematics with Applications|2022
12 cit.
10
Percolation of grain boundaries and triple junctions in three-dimensions: A test of theory
Acta Materialia|2022
12 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Long‐Qing Chen
Pennsylvania State University
2
R. Trivedi
Georgia Institute of Technology
3
Amauri Garcia
Universidade Estadual de Campinas (UNICAMP)
4
Alain Karma
Northeastern University
5
C. Beckermann
University of Iowa
6
Herbert Levine
Boston University
7
J.D. Hunt
University of St Andrews
8
Peter W. Voorhees
National Institute of Standards and Technology
9
Junseok Kim
Korea University
10
Xiaofeng Yang
University of South Carolina

Current Senior Leaders Papers

1
Phase-Field Models for Microstructure Evolution
Annual Review of Materials Research|2002
2.9k cit.
2
The theory of Ostwald ripening
Journal of Statistical Physics|1985
2k cit.
3
Phase-Field Simulation of Solidification
Annual Review of Materials Research|2002
1.7k cit.
4
Quantitative phase-field modeling of dendritic growth in two and three dimensions
Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics|1998
1.5k cit.
5
Steady state columnar and equiaxed growth of dendrites and eutectic
Materials Science and Engineering|1984
1.4k cit.
6
Theory of microstructural development during rapid solidification
Acta Metallurgica|1986
1.3k cit.
7
Applications of semi-implicit Fourier-spectral method to phase field equations
Computer Physics Communications|1998
1.1k cit.
8
Pattern selection in fingered growth phenomena
Advances In Physics|1988
977 cit.
9
Numerical approximations of Allen-Cahn and Cahn-Hilliard equations
Discrete and Continuous Dynamical Systems|2010
954 cit.
10
Phase-Field Formulation for Quantitative Modeling of Alloy Solidification
Physical Review Letters|2001
862 cit.

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