Gergltd: Jobs, Salaries & Tech Stack (2026)

Overview

Isaac D. Gerg, Ph.D. is an AI research scientist specializing in physics-informed generative models for sensing and Earth systems: 20 years of making deep learning work where data is scarce, sensors are unusual, and the physics is non-negotiable. 50+ publications. Open to remote roles.

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News gergltd.com 4 months ago

ApertureLab Why Synthetic Aperture?

A walkthrough of synthetic aperture imaging, from a single transducer element to a synthetic aperture flown in time.

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News gergltd.com 2 years ago

Strategies for Balancing Work and PhD Studies: A Practical Guide - Our Gerg Life Read more

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News gergltd.com 10 years ago

UBiota, a New Startup Examining Your Microbiome Read more

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News researchgate.net

OCEANS 2019 Coupling Rendering and GANs for Artificial SAS Image Generation I. D. Gerg Read more

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News researchgate.net

IEEE TGRS 2023 Resonant Scattering-Inspired Deep Networks for Munition Detection in 3D Sonar Imagery T. Hoang, K. S. Dalton, I. D. Gerg, T. E. Blanford, D. C. Brown, V. Monga Read more

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News researchgate.net

IEEE TGRS 2022 Structural Prior Driven Regularized Deep Learning for Sonar Image Classification I. D. Gerg, V. Monga Read more

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News researchgate.net

IEEE TGRS 2022 Deep Multi-Look Sequence Processing for Synthetic Aperture Sonar Image Segmentation I. D. Gerg, V. Monga Read more

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News researchgate.net

Global OCEANS 2020 GPU Acceleration for SAS Image Reconstruction I. D. Gerg Read more