Carlo da Cunha
(Carlo da Cunha, Carlo R. daCunha, Carlo R. da Cunha)
Assistant Professor, Electrical & Computer Engineering
307 Electrical and Computer Engineering Center (ECEC)
About Me
Prof. Carlo daCunha holds a PhD from Arizona State University (2005), an MSc from West Virginia University (2001), and a BSc in Electrical Engineering from UFRGS (Brazil, 1999). He has held positions worldwide, including Austria, Brazil, Canada, US, and Japan. His research focuses on collective intelligence in robots.
Website
2026 Fall Courses
ENGR 424 - ROBOTICS SCIENCE FUNDAMENTALS
Teaching Interests
Robotics, AI, Machine Learning
Research Interests
Robotics, Intelligent Systems, Cybernetics, Multi-Agent Systems
Conference Proceeding
"Event-Driven Spiking Neural Networks for Emergent Robotic Swarm Behavior"
IEEE, 2026.
"From prompt to physical actuation: Holistic threat modeling of LLM-enabled robotic systems"
IEEE Computer Society, 2026.
"LLM-based reinforcement learning for controlling robot swarms"
IEEE, April (2nd Quarter/Spring), 2026.
"Fear-Driven Collective Topology: Comparing Smart-Boid Vietoris\textendashRips Graphs to Animal Communication Networks via Persistent Features"
2025.
"A video surveillance-based face image security system using post-quantum cryptography"
SPIE, 2023.
IEEE, 2026.
"From prompt to physical actuation: Holistic threat modeling of LLM-enabled robotic systems"
IEEE Computer Society, 2026.
"LLM-based reinforcement learning for controlling robot swarms"
IEEE, April (2nd Quarter/Spring), 2026.
"Fear-Driven Collective Topology: Comparing Smart-Boid Vietoris\textendashRips Graphs to Animal Communication Networks via Persistent Features"
2025.
"A video surveillance-based face image security system using post-quantum cryptography"
SPIE, 2023.
SHOW MORE
"High-secure data collection in IoT sensor networks using homomorphic encryption"
SPIE, 2023.
"Optical and electrical characterizations of PVA films embedded with CdTe nanocrystals"
2013.
"SGM Measurements on a disordered InGaAs QPC"
Inst. Phys. Conf. Ser., July (3rd Quarter/Summer), 2006.
"Direct imaging of electron transport within a quantum point contact"
2005.
"Towards a robust nanolithography process via local anodic oxidation"
2004.
SPIE, 2023.
"Optical and electrical characterizations of PVA films embedded with CdTe nanocrystals"
2013.
"SGM Measurements on a disordered InGaAs QPC"
Inst. Phys. Conf. Ser., July (3rd Quarter/Summer), 2006.
"Direct imaging of electron transport within a quantum point contact"
2005.
"Towards a robust nanolithography process via local anodic oxidation"
2004.
COLLAPSE
Journal Article
J. F. Hardy, II, G. S. Y. Giardini, J. Garrard, Carlo daCunha.
2026. "Switching layer design and its influence on RRAM power efficiency."
J. Electron. Mater. , pp. 1--13.
Guilherme S. Y. Giardini, Carlo daCunha. 2026. "Thermodynamic framework for modeling social adoption in multi-agent systems." Phys. Rev. E , vol. 113 , pp. 014301.
J. F. Hardy, II, M. King, C. E. Rufino da Silva, H. G. Garland, B. C. Rubio, S. K. Hurst, Carlo daCunha. 2025. "Optimizing the optical properties of tin oxide aerogels through defect passivation." J. Electron. Mater. , vol. 54 , pp. 4378--4387.
J. F. Hardy, II, J. A. Garrard, G. S. Y. Giardini, Carlo daCunha. 2025. "Impact of switching layer architecture on power consumption in RRAM." arXiv preprint: arXiv:2510.17831 .
J. Garrard, J. F. Hardy, II, Carlo daCunha, M. Bakshi. 2025. "Using preformed resisitve random access memory to create a strong physically unclonable function." arXiv preprint: arXiv:2510.02643 .
Guilherme S. Y. Giardini, Carlo daCunha. 2026. "Thermodynamic framework for modeling social adoption in multi-agent systems." Phys. Rev. E , vol. 113 , pp. 014301.
J. F. Hardy, II, M. King, C. E. Rufino da Silva, H. G. Garland, B. C. Rubio, S. K. Hurst, Carlo daCunha. 2025. "Optimizing the optical properties of tin oxide aerogels through defect passivation." J. Electron. Mater. , vol. 54 , pp. 4378--4387.
J. F. Hardy, II, J. A. Garrard, G. S. Y. Giardini, Carlo daCunha. 2025. "Impact of switching layer architecture on power consumption in RRAM." arXiv preprint: arXiv:2510.17831 .
J. Garrard, J. F. Hardy, II, Carlo daCunha, M. Bakshi. 2025. "Using preformed resisitve random access memory to create a strong physically unclonable function." arXiv preprint: arXiv:2510.02643 .
SHOW MORE
G. S. Y. Giardini, Carlo daCunha.
2025. "Thermodynamics of innovation: A statistical mechanics framework of social adoption."
arXiv preprint: arXiv:2508.18560 .
Tianyi Chen, Ian Philippi, Quoc Bao Phan, Linh Nguyen, Ngoc Thang Bui, Carlo daCunha, Tuy Tan Nguyen. 2024. "A vision transformer machine learning model for COVID-19 diagnosis using chest X-ray images." Healthcare Analytics , vol. 5 , pp. 100332.
G.S.Y. Giardini, Carlo daCunha. 2024. "Chain reaction of ideas: Can radioactive decay predict technological innovation?." Physica A: Statistical Mechanics and its Applications , vol. 654 , pp. 130132.
Carlo daCunha, Nobuyuki Aoki, David K. Ferry, Kevin Vora, Yu Zhang. 2024. "Machine learning methods for background potential estimation in 2DEGs." Physica E: Low-dimensional Systems and Nanostructures , vol. 162 , pp. 115987.
Guilherme S.Y. Giardini, Gilberto L. Thomas, Carlo daCunha, Rita M.C. de Almeida. 2024. "Membrane fluctuations in migrating mesenchymal cells preclude instantaneous velocity definitions." Physica A: Statistical Mechanics and its Applications , vol. 647 , pp. 129915.
G. S. Y. Giardini andJ. F. Hardy, Carlo daCunha. 2024. "Evolving neural networks reveal emergent collective behavior from minimal agent interactions." arXiv prepring: arXiv:2410.19718 .
Carlo daCunha, N. Aoki, D.K. Ferry, A. Velasquez, Y. Zhang. 2023. "An investigation of the background potential in quantum constrictions using scanning gate microscopy and a swarming algorithm." Physica A: Statistical Mechanics and its Applications , vol. 614 , pp. 128550.
R. Borrasca Neto, B. J. Becker, Carlo daCunha. 2022. "Extending spin market models to realistic scenarios." International Journal of Modern Physics C , vol. 33 , no. 08 , pp. 2250101.
Carlo daCunha, Nobuyuki Aoki, David K Ferry, Ying-Cheng Lai. 2022. "A method for finding the background potential of quantum devices from scanning gate microscopy data using machine learning." Machine Learning: Science and Technology , vol. 3 , no. 2 , pp. 025013.
Raquel Giulian, Charles A. Bolzan, Josiane Bueno Salazar, Carlo daCunha. 2020. "Ion irradiation-induced foams in antimonide binary alloys: A combination of small energy bandgap with giant surface-to-bulk ratio." Energy Reports , vol. 6 , pp. 70–76.
Carlo daCunha, R. da Silva. 2020. "Relevant stylized facts about Bitcoin: Fluctuations, first return probability, and natural phenomena." Physica A: Statistical Mechanics and its Applications , vol. 550 , pp. 124155.
Eduardo V Stock, Roberto da Silva, Carlo daCunha. 2019. "Numerical study of condensation in a Fermi-like model of counterflowing particles via Gini coefficient." Journal of Statistical Mechanics: Theory and Experiment , vol. 2019 , no. 8 , pp. 083208.
S E Nunes, L C Matte, Carlo daCunha. 2019. "Producing oxygen-rich WO$_3$ thin films by post-deposition thermal annealing." Materials Research Express , vol. 6 , no. 9 , pp. 095905.
Naoki Matsumoto, Masaaki Mineharu, Masahiro Matsunaga, Chiashain Chuang, Yuichi Ochiai, Kenichi Oto, Gil-Ho Kim, Kenji Watanabe, Takashi Taniguchi, David K Ferry, Carlo daCunha, Nobuyuki Aoki. 2017. "Shubnikov–de Haas measurements on a high mobility monolayer graphene flake sandwiched between boron nitride sheets." Journal of Physics: Condensed Matter , vol. 29 , no. 22 , pp. 225301.
Carlo daCunha, M. Mineharu, M. Matsunaga, N. Matsumoto, C. Chuang, Y. Ochiai, G. -H. Kim, K. Watanabe, T. Taniguchi, D. K. Ferry, N. Aoki. 2016. "Conductance fluctuations in high mobility monolayer graphene: Nonergodicity, lack of determinism and chaotic behavior." Sci. Rep. , vol. 6 , pp. 33118.
Carlo daCunha, F. D. da Silva, R. Morales. 2015. "The Growth of Tin Oxide Aerogels: Theoretical Modeling and Experimental Characterizations." MRS Online Proc. Lib. (OPL) , vol. 1731 , pp. mrsf14–1731–o03–28.
R.V. Morales, Carlo daCunha, C.R. Rambo. 2014. "A complex network approach for the growth of aerogels." Physica A: Statistical Mechanics and its Applications , vol. 406 , pp. 131–138.
N Aoki, Carlo daCunha, R Akis, D K Ferry, Y Ochiai. 2014. "Scanning gate imaging of a disordered quantum point contact." Journal of Physics: Condensed Matter , vol. 26 , no. 19 , pp. 193202.
Carlos R. Rambo, Dachamir Hotza, Carlo daCunha, Cordt Zollfrank. 2013. "Directed photoluminescent emission of ZnO tetrapods on biotemplated Al$_2$O$_3$." Optical Materials , vol. 36 , no. 2 , pp. 562–567.
Carlo daCunha, G.H. Toffolo, C.E.I. dos Santos, R.P. Pezzi. 2013. "Structural, optical and chemical characterizations of sol–gel grown tin oxide aerogels." Journal of Non-Crystalline Solids , vol. 380 , pp. 48–52.
E.L. da Rocha, Carlo daCunha. 2011. "The transition from fracton to phonon states in a Sierpinski triangle lattice." Chaos, Solitons \& Fractals , vol. 44 , no. 4 , pp. 241–247.
J. da Silva, Jr., Carlo daCunha, F. L. S. de Carvalho, U. P. Rodrigues Filho, P. R. Oliveira, M. A. Segatto Silva. 2010. "Obtaining high purity silican from rice hulls." Quim. Nova , vol. 33 , no. 4 , pp. 794–797.
Daniel Henrique C. De Souza, Carlo daCunha. 2010. "A Possible Tool For Fabricating Electronic Devices Through Local Electrochemistry." ECS Transactions , vol. 31 , no. 1 , pp. 149.
Daniel Lohmann, Carlo daCunha. 2008. "A Possible Optodevice using a Single Molecule of Dithiothreitol." ECS Transactions , vol. 14 , no. 1 , pp. 561.
N. Aoki, Carlo daCunha, T. Morimoto, R. Akis, D. K. Ferry, Y. Ochiai. 2007. "Scanning gate imaging of transport within an InGaAs QPC." AIP Conf. Proc. , vol. 893 , pp. 715.
Carlo daCunha. 2007. "The Coherent FinFET." ECS Transactions , vol. 9 , no. 1 , pp. 57.
Carlo daCunha, N. Aoki, T. Morimoto, Y. Ochiai, R. Akis, D. K. Ferry. 2006. "Imaging of quantum interference patterns within a quantum point contact." Appl. Phys. Lett. , vol. 89 , no. 24 , pp. 242109.
Carlo daCunha, Nobuyuki Aoki, Richard Akis, David K. Ferry, Yuichi Ochiai. 2006. "Imaging of quantum interference patterns within a quantum point contact." Physica E: Low-dimensional Systems and Nanostructures , vol. 34 , no. 1 , pp. 682–685.
N Aoki, A Burke, Carlo daCunha, R Akis, D K Ferry, Y Ochiai. 2006. "Study of quantum point contact via low temperature scanning gate microscopy." Journal of Physics: Conference Series , vol. 38 , no. 1 , pp. 79.
N. Aoki, Carlo daCunha, R. Akis, D. K. Ferry. 2005. "Scanning gate microscopy investigations on an InGaAs quantum point contact." Appl. Phys. Lett. , vol. 87 , pp. 223501.
N. Aoki, Carlo daCunha, R. Akis, D. K. Ferry, Y. Ochiai. 2005. "Imaging of integer quantum Hall edge state in a quantum point contact via scanning gate microscopy." Phys. Rev. B , vol. 72 , no. 15 , pp. 155327.
A.J. Ptak, T.H. Myers, Lijun Wang, N.C. Giles, M. Moldovan, Carlo daCunha, L.A. Hornak, C. Tian, R. A. Hockett, S. Mitha, et al.. 2000. "A Comparison of Magnesium and Beryllium Acceptors in GaN Grown by RF-Plasma Assisted Molecular Beam Epitaxy." MRS Proceedings , vol. 639 , pp. G3.3.
Tianyi Chen, Ian Philippi, Quoc Bao Phan, Linh Nguyen, Ngoc Thang Bui, Carlo daCunha, Tuy Tan Nguyen. 2024. "A vision transformer machine learning model for COVID-19 diagnosis using chest X-ray images." Healthcare Analytics , vol. 5 , pp. 100332.
G.S.Y. Giardini, Carlo daCunha. 2024. "Chain reaction of ideas: Can radioactive decay predict technological innovation?." Physica A: Statistical Mechanics and its Applications , vol. 654 , pp. 130132.
Carlo daCunha, Nobuyuki Aoki, David K. Ferry, Kevin Vora, Yu Zhang. 2024. "Machine learning methods for background potential estimation in 2DEGs." Physica E: Low-dimensional Systems and Nanostructures , vol. 162 , pp. 115987.
Guilherme S.Y. Giardini, Gilberto L. Thomas, Carlo daCunha, Rita M.C. de Almeida. 2024. "Membrane fluctuations in migrating mesenchymal cells preclude instantaneous velocity definitions." Physica A: Statistical Mechanics and its Applications , vol. 647 , pp. 129915.
G. S. Y. Giardini andJ. F. Hardy, Carlo daCunha. 2024. "Evolving neural networks reveal emergent collective behavior from minimal agent interactions." arXiv prepring: arXiv:2410.19718 .
Carlo daCunha, N. Aoki, D.K. Ferry, A. Velasquez, Y. Zhang. 2023. "An investigation of the background potential in quantum constrictions using scanning gate microscopy and a swarming algorithm." Physica A: Statistical Mechanics and its Applications , vol. 614 , pp. 128550.
R. Borrasca Neto, B. J. Becker, Carlo daCunha. 2022. "Extending spin market models to realistic scenarios." International Journal of Modern Physics C , vol. 33 , no. 08 , pp. 2250101.
Carlo daCunha, Nobuyuki Aoki, David K Ferry, Ying-Cheng Lai. 2022. "A method for finding the background potential of quantum devices from scanning gate microscopy data using machine learning." Machine Learning: Science and Technology , vol. 3 , no. 2 , pp. 025013.
Raquel Giulian, Charles A. Bolzan, Josiane Bueno Salazar, Carlo daCunha. 2020. "Ion irradiation-induced foams in antimonide binary alloys: A combination of small energy bandgap with giant surface-to-bulk ratio." Energy Reports , vol. 6 , pp. 70–76.
Carlo daCunha, R. da Silva. 2020. "Relevant stylized facts about Bitcoin: Fluctuations, first return probability, and natural phenomena." Physica A: Statistical Mechanics and its Applications , vol. 550 , pp. 124155.
Eduardo V Stock, Roberto da Silva, Carlo daCunha. 2019. "Numerical study of condensation in a Fermi-like model of counterflowing particles via Gini coefficient." Journal of Statistical Mechanics: Theory and Experiment , vol. 2019 , no. 8 , pp. 083208.
S E Nunes, L C Matte, Carlo daCunha. 2019. "Producing oxygen-rich WO$_3$ thin films by post-deposition thermal annealing." Materials Research Express , vol. 6 , no. 9 , pp. 095905.
Naoki Matsumoto, Masaaki Mineharu, Masahiro Matsunaga, Chiashain Chuang, Yuichi Ochiai, Kenichi Oto, Gil-Ho Kim, Kenji Watanabe, Takashi Taniguchi, David K Ferry, Carlo daCunha, Nobuyuki Aoki. 2017. "Shubnikov–de Haas measurements on a high mobility monolayer graphene flake sandwiched between boron nitride sheets." Journal of Physics: Condensed Matter , vol. 29 , no. 22 , pp. 225301.
Carlo daCunha, M. Mineharu, M. Matsunaga, N. Matsumoto, C. Chuang, Y. Ochiai, G. -H. Kim, K. Watanabe, T. Taniguchi, D. K. Ferry, N. Aoki. 2016. "Conductance fluctuations in high mobility monolayer graphene: Nonergodicity, lack of determinism and chaotic behavior." Sci. Rep. , vol. 6 , pp. 33118.
Carlo daCunha, F. D. da Silva, R. Morales. 2015. "The Growth of Tin Oxide Aerogels: Theoretical Modeling and Experimental Characterizations." MRS Online Proc. Lib. (OPL) , vol. 1731 , pp. mrsf14–1731–o03–28.
R.V. Morales, Carlo daCunha, C.R. Rambo. 2014. "A complex network approach for the growth of aerogels." Physica A: Statistical Mechanics and its Applications , vol. 406 , pp. 131–138.
N Aoki, Carlo daCunha, R Akis, D K Ferry, Y Ochiai. 2014. "Scanning gate imaging of a disordered quantum point contact." Journal of Physics: Condensed Matter , vol. 26 , no. 19 , pp. 193202.
Carlos R. Rambo, Dachamir Hotza, Carlo daCunha, Cordt Zollfrank. 2013. "Directed photoluminescent emission of ZnO tetrapods on biotemplated Al$_2$O$_3$." Optical Materials , vol. 36 , no. 2 , pp. 562–567.
Carlo daCunha, G.H. Toffolo, C.E.I. dos Santos, R.P. Pezzi. 2013. "Structural, optical and chemical characterizations of sol–gel grown tin oxide aerogels." Journal of Non-Crystalline Solids , vol. 380 , pp. 48–52.
E.L. da Rocha, Carlo daCunha. 2011. "The transition from fracton to phonon states in a Sierpinski triangle lattice." Chaos, Solitons \& Fractals , vol. 44 , no. 4 , pp. 241–247.
J. da Silva, Jr., Carlo daCunha, F. L. S. de Carvalho, U. P. Rodrigues Filho, P. R. Oliveira, M. A. Segatto Silva. 2010. "Obtaining high purity silican from rice hulls." Quim. Nova , vol. 33 , no. 4 , pp. 794–797.
Daniel Henrique C. De Souza, Carlo daCunha. 2010. "A Possible Tool For Fabricating Electronic Devices Through Local Electrochemistry." ECS Transactions , vol. 31 , no. 1 , pp. 149.
Daniel Lohmann, Carlo daCunha. 2008. "A Possible Optodevice using a Single Molecule of Dithiothreitol." ECS Transactions , vol. 14 , no. 1 , pp. 561.
N. Aoki, Carlo daCunha, T. Morimoto, R. Akis, D. K. Ferry, Y. Ochiai. 2007. "Scanning gate imaging of transport within an InGaAs QPC." AIP Conf. Proc. , vol. 893 , pp. 715.
Carlo daCunha. 2007. "The Coherent FinFET." ECS Transactions , vol. 9 , no. 1 , pp. 57.
Carlo daCunha, N. Aoki, T. Morimoto, Y. Ochiai, R. Akis, D. K. Ferry. 2006. "Imaging of quantum interference patterns within a quantum point contact." Appl. Phys. Lett. , vol. 89 , no. 24 , pp. 242109.
Carlo daCunha, Nobuyuki Aoki, Richard Akis, David K. Ferry, Yuichi Ochiai. 2006. "Imaging of quantum interference patterns within a quantum point contact." Physica E: Low-dimensional Systems and Nanostructures , vol. 34 , no. 1 , pp. 682–685.
N Aoki, A Burke, Carlo daCunha, R Akis, D K Ferry, Y Ochiai. 2006. "Study of quantum point contact via low temperature scanning gate microscopy." Journal of Physics: Conference Series , vol. 38 , no. 1 , pp. 79.
N. Aoki, Carlo daCunha, R. Akis, D. K. Ferry. 2005. "Scanning gate microscopy investigations on an InGaAs quantum point contact." Appl. Phys. Lett. , vol. 87 , pp. 223501.
N. Aoki, Carlo daCunha, R. Akis, D. K. Ferry, Y. Ochiai. 2005. "Imaging of integer quantum Hall edge state in a quantum point contact via scanning gate microscopy." Phys. Rev. B , vol. 72 , no. 15 , pp. 155327.
A.J. Ptak, T.H. Myers, Lijun Wang, N.C. Giles, M. Moldovan, Carlo daCunha, L.A. Hornak, C. Tian, R. A. Hockett, S. Mitha, et al.. 2000. "A Comparison of Magnesium and Beryllium Acceptors in GaN Grown by RF-Plasma Assisted Molecular Beam Epitaxy." MRS Proceedings , vol. 639 , pp. G3.3.
COLLAPSE
Book
Carlo daCunha.
"Machine Learning for the Physical Sciences: Fundamentals and Prototyping with Julia."
CRC Press, 2023.
Carlo daCunha. "Introduction to Econophysics: Contemporary approaches with Python simulations." CRC Press, 2021. ISBN 978-0367648459.
Carlo daCunha. "Introduction to Econophysics: Contemporary approaches with Python simulations." CRC Press, 2021. ISBN 978-0367648459.
Other
"Sound Generation Through an Ionized Channel"
1999.
1999.