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researcher

Jan Březina

2 papers hereh-index 13 citations2 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • math.AP1

identity via Semantic Scholar / OpenAlex

most citedConvolutional Surrogate for 3D Discrete Fracture-Matrix Tensor Upscaling

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2026★ 1 cited

Convolutional Surrogate for 3D Discrete Fracture-Matrix Tensor Upscaling

Martin Špetlík, Jan Březina

Modeling groundwater flow in three-dimensional fractured crystalline media requires accounting for strong spatial heterogeneity induced by fractures. Fine-scale discrete fracture-m…

math.AP2024

Deep learning surrogate for predicting hydraulic conductivity tensors from stochastic discrete fracture-matrix models

Martin Špetlík, Jan Březina, Eric Laloy

Simulating 2D flow in fractured crystalline rock requires 2D stochastic discrete-fracture matrix (DFM) models. To obtain the simulation statistics of interest at an affordable comp…

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