@InProceedings{chen_et_al:LIPIcs.DNA.28.4, author = {Chen, Kuan-Lin and Schulman, Rebecca}, title = {{Exploring Material Design Space with a Deep-Learning Guided Genetic Algorithm}}, booktitle = {28th International Conference on DNA Computing and Molecular Programming (DNA 28)}, pages = {4:1--4:14}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-253-2}, ISSN = {1868-8969}, year = {2022}, volume = {238}, editor = {Ouldridge, Thomas E. and Wickham, Shelley F. J.}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.DNA.28.4}, URN = {urn:nbn:de:0030-drops-167899}, doi = {10.4230/LIPIcs.DNA.28.4}, annote = {Keywords: Machine Learning, Deep Learning, Computational Material Design, Multi-Objective Optimization, DNA Nanotechnology} }