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MSE Department Seminar

Accelerating the design and development of engineered photonic materials based on deep learning

Over the past decades, we have witnessed tremendous progress and success in engineered photonic materials, including photonic crystals, plasmonic nanostructures, and metamaterials. For instance, by tailoring the geometry of the building blocks of metamaterials and engineering their spatial distribution, we can control the amplitude, polarization state, phase, and trajectory of light in an almost arbitrary manner [1,2].

From Atoms to Applications: Computational Discovery and Design of Functional Materials

Technological developments often rely on specifically designed materials and molecules. The increasing pace of technology development, coupled with rising energy needs and climate challenges, requires faster approaches for materials discovery. Historically, materials have been discovered by trial-and-error approaches that rely on chemical intuition. Designing materials with tailored properties is challenging because of the astronomical number of possible compounds and structures, and materials behaviors that do not adhere to standard chemical intuition.

Los Alamos Neutron Science Center (LANSCE) and Semi-crystalline Polymers

For more than 50 years the Los Alamos Neutron Science Center (LANSCE) has provided the scientific underpinnings in nuclear physics and material science needed to ensure the safety and surety of the nuclear stockpile into the future. In addition to national security research, the LANSCE User Facility has a vibrant research program in fundamental science, providing the scientific community with intense sources of neutrons and protons to perform experiments supporting civilian research and the production of medical and research isotopes.

Many-body Effects on Exciton Dynamics and Nonlinear Optics in Low-Dimensional Materials

In low-dimensional and nanostructured materials, the optical response is dominated by correlated electron-hole pairs---or excitons---bound together by the Coulomb interaction. By now, it is well-established that these large excitonic effects in low dimensions are a combined consequence of quantum confinement and inhomogeneous screening. However, many challenges remain in understanding nonlinear and dynamical processes, especially when it comes to correlating complex experimental signatures with underlying physical phenomena using quantitatively predictive theories.

New regimes of coherent light-matter interaction in van der Waals materials

An increasingly large number of van der Waals materials have been found to be direct-bandgap semiconductors that feature simultaneously strong optical responses, unusual material properties, and unprecedented flexibility to construct heterostructures and to integrate with diverse substrates. These features enable access to coherent light-matter interaction regimes that are challenging or even inaccessible in traditional materials.

Theoretical Insights into the Emergence of Form in Organoids

Living tissues grow and organize through a continuous feedback loop between mechanics and biological decision-making. Here, I present a framework that treats each cell as a “computing unit,” making discrete decisions such as division, differentiation, or migration, based on local mechanical and chemical cues. Drawing inspiration from Hopfield networks, we model these decisions as threshold-based rules whose interactions produce emergent, tissue-scale mechanics. This perspective allows us to bridge the gap between the physics of soft matter and the logic of biological computation.

A walk through the world of reduced dimensionality in search of materials with novel functionality

In the pursuit of a sustainable future, the last decade has seen a concerted effort in accelerating the discovery of materials for energy needs. In this talk I will focus on few 2D materials that provide the playground for understanding and manipulating their chemical and physical properties to harness novel functionalities. I will show how defects in single-layer hexagonal boron nitride (h-BN) transform the local electronic structure such that it captures and converts CO2 to value added products [1].

Shining light on magnetism: controlled magnetic switching with ultrafast optical pulses

The possibilities of manipulating magnetization without applied magnetic fields have attracted growing attention over the last two decades. The low-power manipulation of magnetization, preferably at ultra-short time scales, has become a fundamental challenge with implications for future magnetic information storage and memory technologies. I will discuss recent experiments on the optical manipulation of the magnetization of engineered materials and devices using 50-5000 fs optical pulses.

Quantum Materials: a new paradigm for sensing

Quantum materials provide responses and states of matter with no classical analogs. As such, they offer opportunities to create various platforms for future devices crucial to human health, energy efficiency, communications, and imaging. I will describe the physics challenges and sensing opportunities these materials offer, including our efforts to detect novel nonlinear responses and emergent quasi-particles using light. I will then focus on using the relativistic electrons in graphene for biosensing.

Phononics and Magnonics in Multifunctional Materials

The phenomena in which a magnetic or electric polarization is induced via an external electric or magnetic field has attracted renewed research interest owing to the possibility of creating novel electronic and optoelectronic devices. In this direction, multifunctional materials such as multiferroics, with their enhanced coupling between electronic, vibrational, and spin degrees of freedom, are ushering in a new era of revolutionary advances in optoelectronics, spintronics, and quantum sensing.