Everything about Universal binary

🧭 Start here: a 6-step reading path

1. Read the overview: Universal binaryA 5-minute orientation
2. Skim a recent paper: UniDL4BioPep: a universal deep learning architecture for binary classification in peptide bioactivityInfluential work since 2022
3. Pick up a classic book: Exploring the X-ray universeThe most-reprinted book on the subject
4. Read the landmark paper: Experimental determinations of universal amplitude combinations for binary fluids. I. StaticsCited 125 times
5. Go sideways: Rosetta (software)A closely related topic
6. Go sideways: Fat binaryA closely related topic

🏆 Landmark papers (most cited)

• Experimental determinations of universal amplitude combinations for binary fluids. I. Statics

  D. Beysens, A. Bourgou, P. Calmettes · 1982 · Physical Review A · 125 citations

• A universal approach for the synthesis of two-dimensional binary compounds

  Abhay Shivayogimath, Joachim Dahl Thomsen, David M. A. Mackenzie · 2019 · Nature Communications · 122 citations

• Universal Scaling Laws of Diffusion in a Binary Fluid Mixture

  Alok Samanta, Sk. Musharaf Ali, Swapan K. Ghosh · 2001 · Physical Review Letters · 107 citations

• Universal Long Ranged Correlations in Driven Binary Mixtures

  Alexis Poncet, Olivier Bénichou, Vincent Démery · 2017 · Physical Review Letters · 62 citations

• Universal binary theory of photochemical charge separation and distribution

  A. I. Burshtein, P. A. Frantsuzov · 1997 · The Journal of Chemical Physics · 45 citations

• Universal prediction of individual binary sequences in the presence of noise

  T. Weissman, N. Merhav · 2001 · IEEE Transactions on Information Theory · 37 citations

• Critical mingling and universal correlations in model binary active liquids

  Nicolas Bain, Denis Bartolo · 2017 · Nature Communications · 25 citations

• A Deep Learning Approach to Universal Binary Visible Light Communication Transceiver

  Hoon Lee, Tony Q. S. Quek, Sang Hyun Lee · 2020 · IEEE Transactions on Wireless Communications · 23 citations

🆕 Influential since 2022

• UniDL4BioPep: a universal deep learning architecture for binary classification in peptide bioactivity

  Zhenjiao Du, Xingjian Ding, Yixiang Xu · 2023 · Briefings in Bioinformatics · 148 citations

• A pH universal ORR catalyst with core-shell ZIF-derived binary cobalt/iron sites for Zn-air batteries

  Yanou Qi, Weijun Shan, Haibiao Yu · 2025 · Chemical Engineering Journal · 45 citations

• Universal phenomenological relations between spherical harmonic modes in nonprecessing eccentric binary black hole merger waveforms

  Tousif Islam, Tejaswi Venumadhav · 2025 · Physical Review D · 15 citations

• Universal Binary Neural Networks Design by Improved Differentiable Neural Architecture Search

  Menghao Tan, Weifeng Gao, Hong Li · 2024 · IEEE Transactions on Circuits and Systems for Video Technology · 12 citations

• Toward Universal Belief Propagation Decoding for Short Binary Block Codes

  Yifei Shen, Zongyao Li, Yuqing Ren · 2025 · IEEE Journal on Selected Areas in Communications · 9 citations

📚 Books worth reading

• Exploring the X-ray universeFrederick D. Seward · 2010
• The arithmetic of computersNorman A. Crowder · 1960
• None of the AboveTravis Alabanza · 2022
• Impact of Binary Stars on Stellar EvolutionGiacomo Beccari, Henri M. J. Boffin · 2019
• 📕Undoing the Gender BinaryCharlotte Chucky Tate, Ella Ben Hagai · 2020
• Blessings Beyond the BinaryNora Rubel, Brett Krutzsch · 2024
• Evolutionary Processes in Binary and Multiple StarsPeter Eggleton · 2006
• Multi-valued and universal binary neuronsIgor Aizenberg, Naum N. Aizenberg · 1878

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

🔗 Related topics

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