Scaling deep learning for materials discovery

• Continual learning for autoregressive PDE surrogates under evolving physical regimes

  2026 Machine learning for computational science and engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

  0

  citations
• Redefining plasticity in a cubic intermetallic: Dislocation dynamics in the CaAl2 Laves phase

  2025 Acta Materialia article Engineering Intermetallics and Advanced Alloy Properties Open access

  1

  citations
• Development of PP Compound Recipes Using Genetic Algorithms and Analytical Models

  2025 Polymers article Materials Science Machine Learning in Materials Science Open access

  1

  citations
• Development of an Analytical Model for Predicting the Shear Viscosity of Polypropylene Compounds

  2025 Polymers article Chemical Engineering Rheology and Fluid Dynamics Studies Open access

  4

  citations
• Redefining Plasticity in a Cubic Intermetallic: Dislocation Dynamics in the CaAl2 Laves Phase

  2025 SSRN Electronic Journal preprint Engineering Intermetallics and Advanced Alloy Properties Open access

  0

  citations
• Development of an Analytical Model for Predicting the Tensile Modulus of Complex Polypropylene Compounds

  2024 Polymers article Materials Science Machine Learning in Materials Science Open access

  4

  citations
• Perspective on pathways towards responsible surface engineering

  2024 Surface and Coatings Technology article Engineering Surface Treatment and Coatings Open access

  13

  citations

7 results