Most-cited papers on scale computational scalability applied discuss

Ranked by citation count via OpenAlex. Citations update on a rolling basis; list regenerates every 24h.

1. Surface codes: Towards practical large-scale quantum computation

   2012 · Physical Review A · Fowler, Austin G., Mariantoni, M., Martinis, John M. et al.

   2,992 cited

2. Computational Thermochemistry: Scale Factor Databases and Scale Factors for Vibrational Frequencies Obtained from Electronic Model Chemistries

   2010 · Journal of Chemical Theory and Computation · Alecu, I. M., Zheng, Jingjing, Zhao, Yan et al.

   1,620 cited

3. Scaling Up Digital Circuit Computation with DNA Strand Displacement Cascades

   2011 · Science · Qian, Lulu, Winfree, Erik

   1,445 cited

4. A large-scale evaluation of computational protein function prediction

   2013 · Nature Methods · Radivojac, Predrag, Clark, Wyatt T., Oron, Tal et al.

   1,086 cited

5. The steerable pyramid: a flexible architecture for multi-scale derivative computation

   2002 · Proceedings - International Conference on Image Processing · Simoncelli, Eero P., Freeman, William T.

   1,075 cited

6. Computational Fluid Dynamics for urban physics: Importance, scales, possibilities, limitations and ten tips and tricks towards accurate and reliable simulations

   2015 · Building and Environment · Blocken, Bert

   1,052 cited

7. A computational framework to explore large-scale biosynthetic diversity

   2019 · Nature Chemical Biology · Navarro-Muñoz, Jorge C., Sélem‐Mójica, Nelly, Mullowney, Michael W. et al.

   1,028 cited

8. Mobile-Edge Computing: Partial Computation Offloading Using Dynamic Voltage Scaling

   2016 · IEEE Transactions on Communications · Wang, Yanting, Sheng, Min, Wang, Xijun et al.

   1,018 cited

9. Multi-scale computational homogenization: Trends and challenges

   2009 · Journal of Computational and Applied Mathematics · Geers, M.G.D., Kouznetsova, V.G., Brekelmans, W.A.M.

   993 cited

10. GraphChi: large-scale graph computation on just a PC

    2012 · Research Showcase @ Carnegie Mellon University (Carnegie Mellon University) · Kyrola, Aapo, Blelloch, Guy E., Guestrin, Carlos

    904 cited

11. Offloading in Mobile Edge Computing: Task Allocation and Computational Frequency Scaling

    2017 · IEEE Transactions on Communications · Thinh, Thinh Quang, Tang, Jianhua, Lã, Quang Duy et al.

    891 cited

12. Scalable Photonic Quantum Computation through Cavity-Assisted Interactions

    2004 · Physical Review Letters · Duan, Luming, Kimble, H. J.

    884 cited

13. Multi‐scale constitutive modelling of heterogeneous materials with a gradient‐enhanced computational homogenization scheme

    2002 · International Journal for Numerical Methods in Engineering · Kouznetsova, V.G., Geers, M.G.D., Brekelmans, W.A.M.

    797 cited

14. Toward accommodating realistic fuel chemistry in large-scale computations

    2008 · Progress in Energy and Combustion Science · Lu, Tianfeng, Law, Chung K.

    772 cited

15. The Harvard Clean Energy Project: Large-Scale Computational Screening and Design of Organic Photovoltaics on the World Community Grid

    2011 · The Journal of Physical Chemistry Letters · Hachmann, Johannes, Olivares‐Amaya, Roberto, Atahan-Evrenk, Şule et al.

    689 cited

16. Multi-scale second-order computational homogenization of multi-phase materials: a nested finite element solution strategy

    2004 · Computer Methods in Applied Mechanics and Engineering · Kouznetsova, V.G., Geers, M.G.D., Brekelmans, W.A.M.

    661 cited

17. Modeling hurricane waves and storm surge using integrally-coupled, scalable computations

    2010 · Coastal Engineering · Dietrich, J. C., Zijlema, Marcel, Westerink, Joannes J. et al.

    656 cited

18. Hydrophobicity scales and computational techniques for detecting amphipathic structures in proteins

    1987 · Journal of Molecular Biology · Cornette, James, Cease, Kemp B., Margalit, Hanah et al.

    642 cited

19. Computational solutions to large-scale data management and analysis

    2010 · Nature Reviews Genetics · Schadt, Eric E., Linderman, Michael D., Sorenson, Jon M. et al.

    639 cited

20. Scalable designs for quasiparticle-poisoning-protected topological quantum computation with Majorana zero modes

    2017 · Physical review. B./Physical review. B · Karzig, Torsten, Knapp, Christina, Lutchyn, Roman M. et al.

    637 cited

21. A validity and reliability study of the computational thinking scales (CTS)

    2017 · Computers in Human Behavior · Korkmaz, Özgen, Çakır, Recep, Özden, M. Yaşar

    627 cited

22. Multi-scale computation methods: Their applications in lithium-ion battery research and development

    2016 · Chinese Physics B · Shi, Siqi, Gao, Jian, Liu, Yue et al.

    605 cited

23. Simulation of the multi-scale convergence in computational homogenization approaches

    2000 · International Journal of Solids and Structures · Terada, Kenjiro, Hori, Muneo, KYOYA, Takashi et al.

    564 cited

24. Noise tailoring for scalable quantum computation via randomized compiling

    2016 · Physical review. A/Physical review, A · Wallman, Joel J., Emerson, Joseph

    552 cited

25. Sliding interfaces with contact-impact in large-scale Lagrangian computations

    1985 · Computer Methods in Applied Mechanics and Engineering · Hallquist, J.O., Goudreau, G.L., Benson, David J.

    525 cited

26. Meso-scale computational modeling of the plastic-damage response of cementitious composites

    2011 · Cement and Concrete Research · Kim, Sun-Myung, Al‐Rub, Rashid K. Abu

    508 cited

27. Fast accurate computation of large-scale IP traffic matrices from link loads

    2003 · Zhang⋆, Yin, Roughan, Matthew, Duffield, Nick et al.

    505 cited

28. MLIR: Scaling Compiler Infrastructure for Domain Specific Computation

    2021 · Lattner, Chris, Amini, Mehdi, Bondhugula, Uday et al.

    480 cited

29. Theoretical Heterogeneous Catalysis: Scaling Relationships and Computational Catalyst Design

    2016 · Annual Review of Chemical and Biomolecular Engineering · Greeley, Jeffrey

    423 cited

30. Large-Scale Sparse Singular Value Computations

    1992 · The International Journal of Supercomputing Applications · Berry, Michael W.

    408 cited