86 citations · 233 across the 15 of their papers we have counts for
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math.OC2021
Deep Neural Network Accelerated Implicit Filtering
Brian Irwin, Eldad Haber, Raviv Gal +1
In this paper, we illustrate a novel method for solving optimization problems when derivatives are not explicitly available. We show that combining implicit filtering (IF), an exis…
math.OC2019
How To Catch A Lion In The Desert -- On The Solution Of The Coverage Directed Generation (CDG) Problem
Raviv Gal, Eldad Haber, Brian Irwin +2
The testing and verification of a complex hardware or software system, such as modern integrated circuits (ICs) found in everything from smartphones to servers, can be a difficult…
math.OC2018
Simultaneous shot inversion for nonuniform geometries using fast data interpolation
Michelle Liu, Rajiv Kumar, Eldad Haber +1
Stochastic optimization is key to efficient inversion in PDE-constrained optimization. Using 'simultaneous shots', or random superposition of source terms, works very well in simpl…