Bridging the Gap Between Large and Small: Thermofluids and Nanoengineering for the Water-Energy Nexus

05 Nov 2019 | Online Presentations | Contributor(s): David M. Warsinger

Nanomaterial self-assembly techniques can be guided by thermofluids designs to make macro-scale membrane systems with photonic properties for catalysis and solar distillation.

3 min Research Talk: Hierarchical Material Optimization using Neural Networks

29 Oct 2019 | Online Presentations | Contributor(s): Miguel Arcilla Cuaycong

In this presentation, we sought to use a neural network (NN) to identify optimal arrangements of four different constituents in a tape spring to be used as snapping mechanisms in phase transforming cellular material that can dissipate energy.

Quantum Algorithms for Systems of Linear Equations

15 Nov 2019 | Online Presentations | Contributor(s): Ranaldo Somma

I will describe improved quantum algorithms for the linear system’s problem, with a significant reduction in complexity and other resources. One such quantum algorithm improves the complexity dependence of the HHL algorithm exponentially in the precision.

PennyLane - Automatic Differentiation and Machine Learning of Quantum Computations

29 Apr 2020 | Online Presentations | Contributor(s): Nathan Killoran

PennyLane is a Python-based software framework for optimization and machine learning of quantum and hybrid quantum-classical computations.

p-Bits for Quantum-inspired Algorithms

12 Nov 2019 | Online Presentations | Contributor(s): Supriyo Datta

This talk draws attention to something in-between that could be viewed as a poor man’s q-bit, namely, a p-bit which is a robust classical entity fluctuating between 0 and 1, and can be built with existing technology to operate at room temperature.

Exploring Synthetic Quantum Materials in Superconducting Circuits

30 Apr 2020 | Online Presentations

Superconducting circuits have emerged as a competitive platform for quantum computation, satisfying the challenges of controllability, long coherence and strong interactions. I will show our recent experiments to apply this toolbox to the exploration of strongly correlated quantum materials made...

Electrochromic Polymers: Transitioning Chemistry to Materials Science and Beyond

07 Nov 2019 | Online Presentations | Contributor(s): John R. Reynolds

In this lecture, we will address the synthesis and processing of π-conjugated electrochromic polymers (ECPs), as they are considered for reflective display and absorptive/transmissive (window-type) devices. In our work, we address the processing gap that was holding back developments in...

Overview of the Purdue Quantum Science and Engineering Institute

28 Oct 2019 | Online Presentations | Contributor(s): David Stewart

On Topological Quantum Computing

28 Oct 2019 | Online Presentations | Contributor(s): Shawn Xingshan Cui

We give an introduction to the theory of topological quantum computing (TQC), which is an approach to realizing quantum computation with non-Abelian anyons.

PhysiCell model with SBML intracellular model

10 Feb 2020 | Tools | Contributor(s): Randy Heiland

Each cell will have its own intracellular (metabolic) model that will affect the microenvironment.

Openning Remarks

28 Oct 2019 | Online Presentations | Contributor(s): Sabre Kais

Opening remarks for Quantum Machine Learning and Data Analytics Workshop.

Quantum Machine Learning and Data Analytics Workshop

28 Oct 2019 | Workshops | Contributor(s): Sabre Kais (organizer), Travis S. Humble (organizer), Jason Turner

The aim of the workshop is to bring together world leading experts in this new field of quantum machine learning to discuss the recent development of quantum algorithms to perform machine learning tasks on large-scale scientific datasets for various industrial and technological applications and...

Machine Learning for Quantum Control

28 Oct 2019 | Online Presentations | Contributor(s): Barry Sanders

We develop a framework that connects reinforcement learning with classical and quantum control, and this framework yields adaptive quantum-control policies that beat the standard quantum limit, inspires new methods for improving quantum-gate design for quantum computing, and suggest new ways to...

Universal Variational Quantum Computation

28 Oct 2019 | Online Presentations | Contributor(s): Jacob Biamonte

We show that the variational approach to quantum enhanced algorithms admits a universal model of quantum computation.

Opportunities, Limitations and Challenges to the Broad Commercialization of Thermoelectric Technology

13 Nov 2019 | Online Presentations | Contributor(s): Lon Bell

This talk explores the state of thermoelectrics in light of materials and systems currently available, material properties, design and usage criteria and concludes with prospects for future broader commercialization.

Biological 3D Structures by Cryo-EM: Challenges in Computations and Instruments

23 Oct 2019 | Online Presentations | Contributor(s): Wen Jiang

Single particle cryo-EM is revolutionizing structural biology. Many structures of viruses and protein complexes have been determined to 2-4 Å resolutions. While stable structures that can be expressed/purified in large quantities can be solved routinely, the dynamic compositions and...

Henry Coefficient Simulator

23 Oct 2019 | Tools | Contributor(s): Julian C Umeh, Thomas A Manz

Calculate Henry's constant of several sites on a nanoporous material

3 min. Research Talk: The Agrivoltaic Simulation tool

23 Oct 2019 | Online Presentations | Contributor(s): Hans Torsina

The Agrivoltaic Simulation tool will calculate based on the solar panel parameters, geometries, patterns, and tracking system to provide outputs of contour shadowmaps, solar and electrical power output plots, along with input-output tables.

ME 697R Lecture 6: Monte Carlo Method

05 Dec 2019 | Online Presentations | Contributor(s): Xiulin Ruan

Introduction to Thermoelectricity Lecture 2.7: Systems - Summary

23 Oct 2019 | Online Presentations | Contributor(s): Ali Shakouri