Reverse engineering of 3D printed parts by machine learning Reveals security vulnerabilities

Glass- and carbon- fiber reinforced composites, whose use in aerospace and other high-performance applications is soaring. Components made of these materials are often 3D printed. Their strength and flexibility depends on how each layer of fibers is deposited by the printer head, whose layer-by-layer orientation is determined by toolpath instricutions in a component’s CAD file. A team of NYU Tandon researchers showed that that 3D printing toolpaths are easy to reproduce — and therefore steal — with machine learning. They demonstrated a method of reverse engineering of a 3D-printed glass fiber reinforced polymer filament that, when 3D-printed, has a dimensional accuracy within one-third of 1% of the original part.

Cleveland Clinic, Cleveland State University Receive $1.2 Million NIH Award to Recruit Underrepresented Minority Ph.D. Students

At a time when the national conversation is focused on narrowing the gap of racial equity, two of Cleveland’s anchor institutions have been awarded grant funding that will help them turn words into action.

Cleveland State University and Cleveland Clinic Lerner Research Institute received a five-year, $1.2 million T32 training award from the National Institutes of Health to recruit underrepresented minority Ph.D. students and students underrepresented in the science and technology workforce.

Summit Helps Predict Molecular Breakups

A team used the Summit supercomputer to simulate transition metal systems—such as copper bound to molecules of nitrogen, dihydrogen, or water—and correctly predicted the amount of energy required to break apart dozens of molecular systems, paving the way for a greater understanding of these materials.

West Virginia researchers use neutrons to study materials for power plant improvements

Researchers from West Virginia University are using neutron scattering at Oak Ridge National Laboratory to study novel materials called high entropy oxides, or HEOs. Their goal is to collect insights into how the atoms in the HEOs bind together and whether the materials can be used to develop useful applications to improve power plant operations.

From Wuhan to San Diego—How a mutation on the novel coronavirus has come to dominate the globe

Two variants of the novel coronavirus (SARS-CoV-2), called G614 and D614, were circulating in mid-March.
A new study shows that the G version of the virus has come to dominate cases around the world. They report that this mutation does not make the virus more deadly, but it does help the virus copy itself, resulting in a higher viral load, or “titer,” in patients.

New Study Explains Potential Causes for “Happy Hypoxia” Condition in COVID-19 Patients

A new research study provides possible explanations for COVID-19 patients who present with extremely low, otherwise life-threatening levels of oxygen, but no signs of dyspnea (difficulty breathing). This new understanding of the condition, known as silent hypoxemia or “happy hypoxia,” could prevent unnecessary intubation and ventilation in patients during the current and expected second wave of coronavirus.

New Study Explains Potential Causes for “Happy Hypoxia” Condition in COVID-19 Patients

A new research study provides possible explanations for COVID-19 patients who present with extremely low, otherwise life-threatening levels of oxygen, but no signs of dyspnea (difficulty breathing). This new understanding of the condition, known as silent hypoxemia or “happy hypoxia,” could prevent unnecessary intubation and ventilation in patients during the current and expected second wave of coronavirus.

Integrating Variable Signals in Hydrogels

All living organisms have systems that can link multiple signals to manage tasks. This ability, called complex signal integration, is not found in artificial systems. This new study demonstrates a pathway for simple, soft artificial materials called hydrogel polymers to use multiple signals from external sources to produce distinct responses.

Research News Tip Sheet: Story Ideas from Johns Hopkins Medicine

During the COVID-19 pandemic, Johns Hopkins Medicine Media Relations is focused on disseminating current, accurate and useful information to the public via the media. As part of that effort, we are distributing our “COVID-19 Tip Sheet: Story Ideas from Johns Hopkins” every Tuesday throughout the duration of the outbreak.

Designing Better Holograms

Researchers demonstrated novel ways to design and build materials for controlling light. The new materials have two layers of metasurfaces, overcoming the limits on conventional single-layer materials. The novel two-layer design enables a new level of control over light properties and more functionality for devices that use these materials.

Stabilizing Water Loss in Synthetic Trees

Scientists are developing “synthetic trees” that work like their natural counterparts to serve in specific applications. In an important step, scientists fabricated synthetic leaves using nanoporous disks that control moisture at the scale of molecules to mimic natural transpiration. The disks use a novel, layered design topped with silicon pores to trap water vapor.

Being Exceptional in Higher Dimensions

By connecting electromagnetic waves and magnetism to create a system made of magnon polaritons, scientists demonstrated the existence of an “exceptional surface” for the first time. Exceptional surfaces were originally a purely mathematical concept, but recent research shows they have potential physical, real-world applications.

Gender gaps in STEM college majors emerge in high school

Although studies have shown that women are more likely than men to enter and complete college in U.S. higher education, women are less likely to earn degrees in science, technology, engineering and math fields.

In new research, Kim Weeden, the Jan Rock Zubrow ’77 Professor of the Social Sciences in the College of Arts and Sciences at Cornell University, traces the discrepancy in college majors back to gender differences that emerge early in high school.

Learn from the pandemic to prevent environmental catastrophe, scientists argue

• COVID-19 is comparable to climate and extinction emergencies, say scientists from the UK and US – all share features such as lagged impacts, feedback loops, and complex dynamics.
• Delayed action in the pandemic cost lives and economic growth, just as it will with environmental crises – but on a scale “too grave to contemplate”.

American Cancer Society awards Research Scholar Grant to Brooke Emerling

Sanford Burnham Prebys Medical Discovery Institute is pleased to announce that the American Cancer Society (ACS) has awarded Brooke Emerling, Ph.D., a Research Scholar Grant to study a new approach to targeting tumors that have a mutation in the p53 gene—the most altered gene in human cancers. The grants are often a career-launching award for “rising stars” in the cancer research arena.

Massachusetts Eye and Ear Enters Licensing Agreement with Biogen to Develop Treatment for Inherited Retinal Disorder

Massachusetts Eye and Ear, a member hospital of Mass General Brigham, is entering into an exclusive licensing agreement with Biogen to develop a potential treatment for inherited retinal degeneration due to mutations in the PRPF31 gene, which are among the most common causes for autosomal dominant retinitis pigmentosa.

Mothering in domestic violence: protecting children behind closed doors

As emerging data shows an alarming rise of domestic violence during the pandemic, researchers at the University of South Australia are urging practitioners to look beyond clinical observations and focus on the strengths that mothers exercise to protect their children from domestic abuse.

National Science Foundation Awards $5 Million to Develop Innovative AI Resource

The NSF has awarded the San Diego Supercomputer Center (SDSC) at UC San Diego a $5 million grant to develop a high-performance resource for conducting artificial intelligence (AI) research across a wide swath of science and engineering domains.

Study: Fever-Associated Seizures After Vaccination Do Not Affect Development, Behavior

Now a new study has found there is no difference in developmental and behavioral outcomes for children who have febrile seizures after vaccination, children who have febrile seizures not associated with vaccination and children who have never had a seizure. The new study is published in the July 1, 2020 online issue of Neurology®, the medical journal of the American Academy of Neurology. Febrile seizures are also known as febrile convulsions.

High-throughput X-ray diffraction instrument comes to Argonne’s Advanced Photon Source

A collaboration between Argonne and several universities has led to the creation of a new high-throughput X-ray diffraction instrument that will enable materials research and clear the way for improvements in advance of the APS Upgrade.