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Satadru Das's Projects

autograd icon autograd

Efficiently computes derivatives of numpy code.

awesome-pda icon awesome-pda

A collection of papers in the area of photonic design automation

bosonic icon bosonic

Library for fast computations involving indistinguishable bosons

bvae-im icon bvae-im

Implementation of "Chemical Design with GPU-based Ising Machine"

ceviche icon ceviche

:shrimp: Electromagnetic Simulation + Automatic Differentiation

ceviche-challenges icon ceviche-challenges

A suite of photonic inverse design challenge problems for topology optimization benchmarking

discretevae icon discretevae

Public repository for Unsupervised Binary Variational Auto-Encoder (BVAE) for Hashing

ele559-simulations icon ele559-simulations

Workshop on photonic device and circuit simulation using open-source tools. Created for Princeton's Spring 2020 ELE559 : Photonic Systems class.

finn icon finn

Dataflow compiler for QNN inference on FPGAs

gdsfactory icon gdsfactory

An open source platform for end to-end photonic chip design and validation

gdspy icon gdspy

Python module for creating GDSII stream files, usually CAD layouts.

lightening-transformer-ae icon lightening-transformer-ae

Artifact evaluation for HPCA'24 paper Lightening-Transformer: A Dynamically-operated Optically-interconnected Photonic Transformer Accelerator

matmult icon matmult

A floating-point matrix multiplication implemented in hardware

meep icon meep

free finite-difference time-domain (FDTD) software for electromagnetic simulations

meshes icon meshes

Tools for modeling photonic beamsplitter mesh networks

molbit icon molbit

De novo Drug Design via Binary Representations of SMILES for avoiding the Posterior Collapse Problem (BIBM 2021)

ph202_2020 icon ph202_2020

Undergraduate course on Wave Optics (PH 202) for the Engineering Physics Program at IIT Bombay taught by Prof. Anshuman Kumar.

ph_421_2020 icon ph_421_2020

Student project codes from PH 421 (Photonics) course taught in Fall 2020 by Prof. Anshuman Kumar (IIT Bombay)

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