Guilherme Migliato Marega

Excited to announce that I'll be joining Rice University's Dept. of Materials Science and NanoEngineering as an Assistant Professor in Jan 2026! My research will focus on new devices using nanomaterials for advanced computing. I'll be recruiting students/postdocs next year.

*How can you use quantum neural networks (QNNs) to gain a quantum advantage on classical data?* We propose to use QNNs (and other quantum algorithms, including quantum signal processing) to process data in quantum sensors. 1/

🚀 Our lab website is live! → emergelab.rice.edu The Emerge Lab @RiceUniversity will explore emerging materials & nanoelectronics to advance computing, communication & sensing. 🔬 PhD positions opening soon—stay tuned! #Nanoelectronics #MaterialsScience #RiceUniversity

*Programmable on-chip nonlinear photonics* We have developed a device containing a slab waveguide with arbitrarily programmable nonlinearity: its χ^(2) distribution as a function of 2D space can be reconfigured into any desired pattern, allowing a wide range of processes. 1/

*Save the dates*: the 2nd edition of *Computing with Physical Systems* will take place in Les Houches from 18-23 January 2026. Application details will be announced at computingwithphysicalsystems.com later this year.

New in #npj2dmaterials @Nature_NPJ: Bennett et al. present a method to accurately extract mobility in emerging transistors with gate-dependent contact resistance, avoiding errors >2× present in conventional techniques. #nanomaterials #2dmaterials nature.com/articles/s4169…

We have published a new paper in @NatureMaterials by @GabrielePasq et al. nature.com/articles/s4156… @EPFL_en @EPFLEngineering @QSECenter_EPFL

#IEDM2024 Highlight: Record Performance with 2D Channels: Ultra-thin transition metal dichalcogenides, such as MoS2 & WSe2, are monolayer (2D) materials because they’re one just atomic layer thick. Part 1 iedm24.mapyourshow.com/8_0/sessions/s…

MoS2 and 2D transistors have indeed come a long way...

@ioikonomou More information next year ☺️

@marega_gui Where should we apply? 😝 Congratulations Guilherme!! 🥳🥳

Excited to announce that I'll be joining Rice University's Dept. of Materials Science and NanoEngineering as an Assistant Professor in Jan 2026! My research will focus on new devices using nanomaterials for advanced computing. I'll be recruiting students/postdocs next year.

A huge thank you to my mentors, collaborators, and colleagues at EPFL’s Lab of Nanoscale Electronics, Cornell’s McMahon Lab, and the Kavli Institute for their incredible support!

We are thrilled to welcome 32 new faculty members this year: 16 tenured/tenure-track and 16 teaching and research faculty members, reflecting the school's dedication to growth in both research and teaching. engineering.rice.edu/news/rice-engi…

Big Congratulations to Guilherme Migliato Marega @marega_gui for winning the EDMI Thesis Award! actu.epfl.ch/news/guilherme… #epfl @EPFL_en @EPFLEngineering

Right on time for the end of a great year for my group, the December cover of @NatureElectron is featuring our work on MoS2 LSI vector-matrix multipliers (rdcu.be/dugaP). Big congratulations to the team! @marega_gui @queformal @EPFLEngineering

Thanks to Prof. @andras_kis at LANES lab, EPFL, and collaborators for invaluable support. Grateful for EU financing via QUEFORMAL and EXTREME-IR projects, EPFL. #Electronics #2Dmaterials #SemiconductorResearch #EPFLResearch

📢 Exciting News! Our Nature Electronics research (rdcu.be/dqZ0P) unveils an in-memory processor using MoS2. Demonstrating parallel signal processing. 🖥️ Beyond computations, our work advances 2D semiconductor fabrication, Allowing large-scale integration of memories.

We have published a new paper in @NatureElectronics (rdcu.be/dqZ0P) by @marega_gui et al., presenting a large-scale integrated circuit with 1024 MoS2 devices working as an in-memory vector-matrix processor. @EPFL_en @EPFLEngineering @queformal. Photo by Alain Herzog.

Exciting news! Our latest work is published in IEEE Nanotechnology Maganize. This work shows ideas on how to achieve ultra-fast operation flash memories in scalable processes. A big thank you to all the collaborators, specially my supervisor: @andras_ks ieeexplore.ieee.org/abstract/docum…

We have published a new paper in @NatureNano by @GabrielePasq and @EdoardoLopriore et al. rdcu.be/djMdN. @EPFL_en @EPFLEngineering @QSECenter_EPFL .

We have a PhD opening in quantum photonics @EPFL_en Retweets appreciated :) Few reasons to consider us below: epfl.ch/about/working/…