23 citations · 47 across the 7 of their papers we have counts for
7 papers
SPD Matrix Learning for Neuroimaging Analysis: Perspectives, Methods, and Challenges
Ce Ju, Reinmar Kobler, Antoine Collas +3
Neuroimaging provides essential tools for characterizing brain activity, structure, and connectivity through modalities that capture complementary aspects of brain organization. Ac…
A continuum, computational study of morphogenesis in lithium intermetallic interfaces
Mostafa Faghih Shojaei, Rahul Gulati, Krishna Garikipati
The design of solid state batteries with lithium anodes is attracting attention for the prospect of high capacity and improved safety over liquid electrolyte systems. The nature of…
Bridging scales with Machine Learning: From first principles statistical mechanics to continuum phase field computations to study order disorder transitions in LixCoO2
G. H. Teichert, S. Das, M. Faghih Shojaei +5
LixTMO2 (TM=Ni, Co, Mn) forms an important family of cathode materials for Li-ion batteries, whose performance is strongly governed by Li composition-dependent crystal structure an…
Optimal Elastostatic Cloaks
Fabio Sozio, Mostafa Faghih Shojaei, Arash Yavari
An elastic cloak hides a hole or an inhomogeneity from elastic fields. In this paper, a formulation of the optimal design of elastic cloaks based on the adjoint state method, in wh…
Soft and transferable pseudopotentials from multi-objective optimization
Mostafa Faghih Shojaei, John E. Pask, Andrew J. Medford +1
Ab initio pseudopotentials are a linchpin of modern molecular and condensed matter electronic structure calculations. In this work, we employ multi-objective optimization to maximi…
mechanoChemML: A software library for machine learning in computational materials physics
X. Zhang, G. H. Teichert, Z. Wang +7
We present mechanoChemML, a machine learning software library for computational materials physics. mechanoChemML is designed to function as an interface between platforms that are…
Compatible-Strain Mixed Finite Element Methods for 3D Compressible and Incompressible Nonlinear Elasticity
Mostafa Faghih Shojaei, Arash Yavari
A new family of mixed finite element methodscompatible-strain mixed finite element methods (CSFEMs)are introduced for three-dimensional compressible and incompressible nonlin…