Latest Research in Materials Science

56 research papers · 2026 median publication year

Top Research Topics in Materials Science

Highest-Cited Papers

  1. Implementation of the Multigrid Gaussian-Plane-Wave Algorithm with GPU Acceleration in PySCF
  2. Data‐Driven Spectral Prediction for Accelerating Large‐Scale Electronic Structure Calculations
  3. CDFCI: High-Performance Parallel Software for Quantum Many-Body Eigenvalue Problems
  4. The Roadmap of Inorganic Computational Materials Databases: Capabilities, Credibility, Coverage, and the Open Frontier
  5. Variational computation of anharmonic ground and excited vibrational eigenstates using bound Quartic Force Fields: Application with MCTDH and ElVibRot
  6. NaFeP: first pairing prediction for an unmade 111 iron phosphide, and the pnictogen-height rule inside one compound
  7. Development of a Physics-Informed Neural Framework, MEOWN, for Rapid Prediction of Muon Stopping Sites in Crystalline Materials, for understanding Quantum Magnet employing Muon Spectroscopy
  8. Symbolic Ensemble Learning Enables Discovery of Fast Accurate Physics-Based Interatomic Potentials
  9. Hartree-Fock Density-Matrix Renormalization Group for Very Long Chains
  10. Impurity-Preserved Density Matrix Embedding Theory for Local Electronic Excitations
  11. Benchmarking Machine-Learning Interatomic Potentials for Dynamical Stability in Inorganic Semiconductor Nanocrystals: A CdSe Case Study
  12. Tartrate-chelated aqueous gel-route synthesis of multiferroic BiFeO3 nanoparticles: Calcination-dependent thermal, structural, and morphological evolution
  13. How Accurately Can We Describe Spin Crossover?
  14. Neural-Network Solutions to Real-Space Charge Density and Generalization
  15. Re4+ Luminescence as a Highly Sensitive Alternative to Ruby for Optical Pressure Sensing
  16. Gravure secure ink with enhanced anticounterfeiting protection in pharmaceutical packaging
  17. Curvature-Enhanced and Chirality-Modulated Anomalous Thermal Transport in Pentagonal Covalent Organic Framework Nanotubes
  18. Benchmarking Core-Level X-ray Absorption with MRSF-TDDFT, RASPT2, and Stochastic GAS Using the XABOOM Set
  19. Fast and Accurate Excitation Energies from Density Matrix Renormalization Group Calculations Improved by Machine Learning
  20. Theoretical Analysis and Optimization of Peak Memory Usage in PyPWDFT for Heterogeneous GPU High-Performance Computing
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L3 Region - - 2026 Sep Q3

Materials Science

56 papers

Top Topics (10)

Materials Science11
Chemical Physics11
Machine Learning in Materials Science5
Computational Physics4
Advanced Chemical Physics Studies3
Transition Metal Oxide Nanomaterials2
Superconductivity1
Strongly Correlated Electrons1
Multiferroics and related materials1
Physical Unclonable Functions (PUFs) and Hardware Security1

Top Publications (20)

1.Implementation of the Multigrid Gaussian-Plane-Wave Algorithm with GPU Acceleration in PySCF2.Data‐Driven Spectral Prediction for Accelerating Large‐Scale Electronic Structure Calculations3.CDFCI: High-Performance Parallel Software for Quantum Many-Body Eigenvalue Problems4.The Roadmap of Inorganic Computational Materials Databases: Capabilities, Credibility, Coverage, and the Open Frontier5.Variational computation of anharmonic ground and excited vibrational eigenstates using bound Quartic Force Fields: Application with MCTDH and ElVibRot6.NaFeP: first pairing prediction for an unmade 111 iron phosphide, and the pnictogen-height rule inside one compound7.Development of a Physics-Informed Neural Framework, MEOWN, for Rapid Prediction of Muon Stopping Sites in Crystalline Materials, for understanding Quantum Magnet employing Muon Spectroscopy8.Symbolic Ensemble Learning Enables Discovery of Fast Accurate Physics-Based Interatomic Potentials9.Hartree-Fock Density-Matrix Renormalization Group for Very Long Chains10.Impurity-Preserved Density Matrix Embedding Theory for Local Electronic Excitations11.Benchmarking Machine-Learning Interatomic Potentials for Dynamical Stability in Inorganic Semiconductor Nanocrystals: A CdSe Case Study12.Tartrate-chelated aqueous gel-route synthesis of multiferroic BiFeO3 nanoparticles: Calcination-dependent thermal, structural, and morphological evolution13.How Accurately Can We Describe Spin Crossover?14.Neural-Network Solutions to Real-Space Charge Density and Generalization15.Re4+ Luminescence as a Highly Sensitive Alternative to Ruby for Optical Pressure Sensing16.Gravure secure ink with enhanced anticounterfeiting protection in pharmaceutical packaging17.Curvature-Enhanced and Chirality-Modulated Anomalous Thermal Transport in Pentagonal Covalent Organic Framework Nanotubes18.Benchmarking Core-Level X-ray Absorption with MRSF-TDDFT, RASPT2, and Stochastic GAS Using the XABOOM Set19.Fast and Accurate Excitation Energies from Density Matrix Renormalization Group Calculations Improved by Machine Learning20.Theoretical Analysis and Optimization of Peak Memory Usage in PyPWDFT for Heterogeneous GPU High-Performance Computing
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