Heckel, Reinhard

Robust Chemical Preservation of Digital Information on DNA in Silica with Error-Correcting Codes

Grass, R. N., Heckel, R., Puddu, M., Paunescu, D., & Stark, W. J. (2015) · Angewandte Chemie International Edition

DNA and Biological ComputingAdvanced biosensing and bioanalysis techniques

Cited by 754

Emerging Approaches to DNA Data Storage: Challenges and Prospects

Doricchi, A., Platnich, C. M., Gimpel, A., Horn, F., Earle, M., Lanzavecchia, G., Cortajarena, A. L., Liz-Marzán, L. M., Liu, N., Heckel, R., et al. (2022) · ACS Nano

DNA and Biological ComputingAdvanced biosensing and bioanalysis techniques

Cited by 235

Low cost DNA data storage using photolithographic synthesis and advanced information reconstruction and error correction

Antkowiak, P. L., Lietard, J., Darestani, M. Z., Somoza, M. M., Stark, W. J., Heckel, R., & Grass, R. N. (2020) · Nature Communications

DNA and Biological ComputingAlgorithms and Data Compression

Cited by 173

Reading and Writing Digital Data in DNA

Meiser, L. C., Antkowiak, P. L., Koch, J., Chen, W. D., Kohll, A. X., Stark, W. J., Heckel, R., & Grass, R. N. (2020) · Nature Protocols

DNA and Biological ComputingAlgorithms and Data Compression

Cited by 164

Fundamental limits of DNA storage systems

Heckel, R., Shomorony, I., Ramchandran, K., & Tse, D. N. C. (2017) · 2017 IEEE International Symposium on Information Theory (ISIT)

DNA and Biological ComputingAlgorithms and Data Compression

Cited by 123

Combining Data Longevity with High Storage Capacity—Layer‐by‐Layer DNA Encapsulated in Magnetic Nanoparticles

Chen, W. D., Kohll, A. X., Nguyen, B. H., Koch, J., Heckel, R., Stark, W. J., Ceze, L., Strauss, K., & Grass, R. N. (2019) · Advanced Functional Materials

DNA and Biological ComputingAdvanced biosensing and bioanalysis techniques

Cited by 104

Information-Theoretic Foundations of DNA Data Storage

Shomorony, I., & Heckel, R. (2022) · Foundations and Trends® in Communications and Information Theory

DNA and Biological ComputingError Correcting Code Techniques

Cited by 62

DNA synthesis for true random number generation

Meiser, L. C., Koch, J., Antkowiak, P. L., Stark, W. J., Heckel, R., & Grass, R. N. (2020) · Nature Communications

DNA and Biological ComputingQuantum Information and Cryptography

Cited by 45

Genomic Encryption of Digital Data Stored in Synthetic DNA

Grass, R. N., Heckel, R., Dessimoz, C., & Stark, W. J. (2020) · Angewandte Chemie International Edition

DNA and Biological ComputingCryptography and Data Security

Cited by 34

A Characterization of the DNA Data Storage Channel

Heckel, R., Mikutis, G., & Grass, R. N. (2019) · Scientific Reports

DNA and Biological ComputingAdvanced Data Storage Technologies

Cited by 9

Language models scale reliably with over-training and on downstream tasks

Gadre, S. Y., Smyrnis, G., Shankar, V., Gururangan, S., Wortsman, M., Shao, R., Mercat, J., Fang, A., Li, J., Keh, S., et al. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 5

OpenThoughts: Data Recipes for Reasoning Models

Guha, E., Marten, R., Keh, S., Raoof, N., Smyrnis, G., Bansal, H., Nezhurina, M., Mercat, J., Vu, T., Sprague, Z., et al. (2025) · arXiv

Topic ModelingMultimodal Machine Learning Applications

Cited by 1