Juanma Parrilla

Robotics Lecturer @GCU

Peer-reviewed papers

  1. Electron density-based GPT for optimization and suggestion of host–guest binders. Parrilla, Granda, Ayme, Bajczyk, Wilbraham & Cronin. Nature Computational Science, 2024. PDF
  2. A programmable hybrid digital chemical information processor based on the Belousov-Zhabotinsky reaction. Sharma, Ng, Parrilla, Jiang & Cronin. Nature Communications, 2024. PDF
  3. Predicting real-time scientific experiments using Transformer models and Reinforcement Learning. Parrilla. IEEE International Conference on Machine Learning and Applications (ICMLA), 2021. HTML arxiv
  4. Automatic generation of 3D-printed reactionware for chemical synthesis digitization using ChemSCAD. Hou, Bubliauskas, Kitson, Francoia, Powell-Davies, Parrilla, Frei, Manzano & Cronin. ACS Central Science, 2021. PDF
  5. A programmable chemical computer with memory and pattern recognition. Parrilla, Sharma, Tsuda, Cooper, Aragon-Camarasa, Donkers & Cronin. Nature Communications, 2020. PDF
  6. A crystallization robot for generating true random numbers based on stochastic chemical processes. Lee, Parrilla, Henson, Brechin & Cronin. Matter, 2020. PDF
  7. Adaptive artificial evolution of droplet protocells in a 3D-printed fluidic chemorobotic platform with configurable environments. Parrilla, Tsuda, Grizou, Taylor, Henson & Cronin. Nature Communications, 2017. PDF
  8. Towards heterotic computing with droplets in a fully automated droplet-maker platform. Henson, Parrilla, Hinkley, Tsuda & Cronin. Philosophical Transactions of the Royal Society A, 2015. PDF
  9. Creating and maintaining chemical artificial life by robotic symbiosis. Hanczyc, Parrilla, Nicholson, Yanev & Stoy. Artificial Life, 2015. Send me an e-mail if you want a copy
  10. Evolution of oil droplets in a chemorobotic platform. Parrilla, Hinkley, Taylor, Yanev & Cronin. Nature Communications, 2014. PDF

Conference proceedings

  1. The evolution of active droplets in chemorobotic platforms. Points, Grizou, Parrilla, Taylor & Cronin. Artificial life proceedings 14, 2016. PDF
  2. Embodied Evolution of Artificial Cells in a Hybrid Wet/Hard-ware Platform. Parrilla & Cronin. Artificial Life Conference Proceedings 13, 2015. PDF

arXiv

  1. A probabilistic chemical programmable computer. Sharma, Tze-Kiat, Parrilla, Juang & Cronin. arXiv preprint, 2022. PDF
  2. Predicting Real-time Scientific Experiments Using Transformer models and Reinforcement Learning. Parrilla. arXiv preprint, 2021. PDF
  3. A programmable chemical computer with memory and pattern recognition. Parrilla, Tsuda, Sharma, Cooper, Aragon-Camarasa, Donkers & Cronin. ChemRxiv, 2019. PDF
  4. Exploring the stochasticity of chemical processes in an automated robotic crystallization platform to generate random numbers. Lee, Parrilla, Henson, Brechin & Cronin. ChemRxiv, 2019. PDF
  5. Hardware and Software manual for Evolution of Oil Droplets in a Chemo-Robotic Platform. Parrilla, Hinkley, Taylor, Yanev & Cronin. arXiv preprint, 2014. PDF

Theses

  1. Investigating automated chemical evolution of oil-in-water droplets. PhD thesis. University of Glasgow, 2016. Send me an e-mail if you want a copy
  2. Automatic liquid handling for artificial life research. Master thesis. Syddansk Universitet, 2012. PDF
  3. Support Vector Machines. Similarity functions to work with heterogeneous data and classifying documents. Computer Engineering thesis. Universitat Politectica de Catalunya, 2010. PDF