solid.cs.fiu.edu Open in urlscan Pro
131.94.130.172  Public Scan

Form analysis
0 forms found in the DOM

Text Content

 * Search
 * Menu Menu

 * Home
 * People
 * Research
 * News
 * Honors and Awards
 * Contact
 * Search
 * Menu Menu



Sustainability, Optimization, and Learning for InterDependent networks
laboratory (solid lab) is an interdisciplinary research group, led by Prof. M.
Hadi Amini, bridging the gap between machine learning and optimization theory
and real-world. Interdependent networks, e.g., cyberphysical systems (CPS) and
critical infrastructures, require highly efficient computational algorithms to
deal with large-scale learning and decision-making problems. Our goal is to
leverage our solid mathematical background to develop novel algorithms tailored
for various applications such as CPS security and resilience, privacy-preserving
decision-making, and trustworthy artificial intelligence. At solid lab we also
aim at solidifying cyberphysical systems and critical infrastructures leveraging
computing and information sciences, i.e., we are connecting Computer Science and
Engineering worlds! Our ongoing funded projects focuses on developing advanced
machine learning and optimization algorithms, including, federated learning,
quantum machine learning, and deep learning for  cyber-physical-social systems
resilience and security, homeland security, and critical infrastructure
operation and planning!


NEWS

PreviousNext


BEST JOURNAL PAPER AWARD

 * [8/2022] Congratulations to solid lab Ph.D. Fellow, Luiz Manella Pereira,
   Prof. Amini, and their collaborator from FIU Mathematics and Statistics
   Department, for receiving the Best Journal Paper Award for their work
   entitled “Topological Data Analysis for Network Resilience Quantification” in
   Springer Nature Operations Research Forum!   (Link)


2022 REAL TRIUMPHS GRADUATE

 * [7/2022] Congratulations to solid lab’s Ph.D. Candidate Ahmed Imteaj advised
   by Prof. M. Hadi Amini for being recognized as the “2022 Real Triumphs
   Graduate” in the FIU Summer 2022 Commencement Ceremony!  (Link, FIU CEC
   Coverage)


AN EVOLUTIONARY OPTIMIZATION ALGORITHM FOR AUTOMATED CLASSICAL MACHINE LEARNING

 * [6/2022] Congratulations to solid lab’s Ph.D. Candidate Leila Zahedi advised
   by Prof. M. Hadi Amini for successfully defending her Ph.D. Dissertation
   entitled “An Evolutionary Optimization Algorithm for Automated Classical
   Machine Learning” on June 29, 2022!


DISTRIBUTED MACHINE LEARNING ALGORITHMS FOR RESOURCE-CONSTRAINED HETEROGENEOUS
IOT ENVIRONMENTS

 * [5/2022] Congratulations to solid lab’s Ph.D. Candidate Ahmed Imteaj advised
   by Prof. M. Hadi Amini for successfully defending his Ph.D. Dissertation
   entitled “Distributed Machine Learning Algorithms for Resource-Constrained
   Heterogeneous IoT Environments” on May 20, 2022!


NEWS

 * Congratulations to solid lab Director Dr. M. Hadi Amini for his new role as
   the Director and Principal Investigator of the “ADvanced education and
   research for Machine learning-driven critical Infrastructure REsilience
   (ADMIRE) Center” sponsored by the U.S. Department of Homeland Security,
   Science and Technology Directorate! (admire.fiu.edu)





LAB MEMBERS

We are a passionate group of researchers who are working on interdisciplinary
research. Our core strengths are in learning from each other, focusing on
emerging challenges that can contribute to society, welcoming new ideas, and
providing a nurturing collaborative environment to explore novel
interdisciplinary ideas together.





RESEARCH

Our lab focuses on distributed artificial intelligence, machine learning, and
optimization, and their applications in data privacy, healthcare, large-scale
interdependent networks, and sustainability. For more details about ongoing
projects and recent publications, please see the research page.




RESOURCES

 * Advising
 * Financial Aid
 * Jobs, Internships & Scholarships
 * Map & Direction
 * Outreach
 * Tutoring

   
   
 * Degree Programs
 * Distance & Online Education
 * Faculty & Staff Directory
 * Labs
 * SCIS Mail
 * Technical Support
 * Nondiscrimination
 * Title IX
 * Report Discrimination or Harassment


SOLID LAB, KNIGHT FOUNDATION SCHOOL OF COMPUTING AND INFORMATION SCIENCES

11200 SW 8th Street
CASE 238
Miami, FL 33199




Tel: 305-348-9936




© 2019 Florida International University | Web/Accessibility Policy | SCIS WebDev
| Website Feedback

- powered by Enfold WordPress Theme
 * Twitter
 * Facebook
 * Instagram
 * LinkedIn
 * Youtube
 * Rss
 * Mail

Scroll to top


This site uses cookies. By continuing to browse the site, you are agreeing to
our use of cookies.

OK



How we use cookies
Essential Website Cookies
Other external services
How we use cookies

We may request cookies to be set on your device. We use cookies to let us know
when you visit our websites, how you interact with us, to enrich your user
experience, and to customize your relationship with our website.

Click on the different category headings to find out more. You can also change
some of your preferences. Note that blocking some types of cookies may impact
your experience on our websites and the services we are able to offer.

Essential Website Cookies

These cookies are strictly necessary to provide you with services available
through our website and to use some of its features.

Because these cookies are strictly necessary to deliver the website, refuseing
them will have impact how our site functions. You always can block or delete
cookies by changing your browser settings and force blocking all cookies on this
website. But this will always prompt you to accept/refuse cookies when
revisiting our site.

We fully respect if you want to refuse cookies but to avoid asking you again and
again kindly allow us to store a cookie for that. You are free to opt out any
time or opt in for other cookies to get a better experience. If you refuse
cookies we will remove all set cookies in our domain.

We provide you with a list of stored cookies on your computer in our domain so
you can check what we stored. Due to security reasons we are not able to show or
modify cookies from other domains. You can check these in your browser security
settings.

Check to enable permanent hiding of message bar and refuse all cookies if you do
not opt in. We need 2 cookies to store this setting. Otherwise you will be
prompted again when opening a new browser window or new a tab.
Click to enable/disable essential site cookies.
Other external services

We also use different external services like Google Webfonts, Google Maps, and
external Video providers. Since these providers may collect personal data like
your IP address we allow you to block them here. Please be aware that this might
heavily reduce the functionality and appearance of our site. Changes will take
effect once you reload the page.

Google Webfont Settings:

Click to enable/disable Google Webfonts.

Google Map Settings:

Click to enable/disable Google Maps.

Google reCaptcha Settings:

Click to enable/disable Google reCaptcha.

Vimeo and Youtube video embeds:

Click to enable/disable video embeds.
Accept settingsHide notification only