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ENTITY Elena Atroshchenko

Elena Atroshchenko

PulseAugur coverage of Elena Atroshchenko — every cluster mentioning Elena Atroshchenko across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_286942 ·

    New deep energy method models thermo-mechanical crack propagation

    Researchers have developed an extended deep energy method to simulate thermo-mechanical crack propagation, a complex phenomenon involving coupled heat conduction and crack growth. This new method uses two neural network…

  2. RESEARCH · CL_219079 ·

    New mesh-free neural network models brittle fracture with high accuracy

    Researchers have developed a novel mesh-free method using a single neural network to model brittle fracture, eliminating the need for explicit crack tracking. This approach employs a multiresolution feature encoding bas…