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Sugar fingerprints offer faster, more reliable diagnoses for fungal infections

Hospitals worldwide, including Germany, face a growing problem with fungal infections, with an estimated 6 million cases and 3.8 million deaths each year. According to the World Health Organization (WHO), Candida—a common fungus most people encounter at least once in life—is a top concern. While many know it from mild, superficial infections such as thrush, Candida (especially C. auris and C. albicans) can also reach the bloodstream and cause life-threatening disease.

This is increasingly happening in clinics around the world, where Candida finds an ideal target in weakened patients—after major surgery or chemotherapy, for example. Candida can also cling to medical equipment, like catheters, tubes, or prostheses, forming slimy biofilms that are highly resistant to antifungal drugs.

The European Center for Disease Prevention and Control has recently echoed the WHO in sounding the alarm and calling for better prevention, faster diagnosis, and more effective treatment.

Paper information

🌍 Exciting News! 🌍

Our research team is honored to have two papers accepted at the International Astronautical Congress (IAC) 2025 in Sydney 🇦🇺. Both sessions are scheduled for October 2nd, 2025:

📄 Hybrid GEO–LEO Satellite Network for Multi-Service 5G/6G NTN Connectivity in Australia 🕙 10:15 AM | Room C4.

📄 Leveraging GEO Satellite Virtualization for Enhanced Real-Time Security in Hybrid Satellite Networks 🕜 1:30 PM | Interactive Poster B2.

Although I won’t be able to attend in person, my co-author @Muãwia Tirmizëy will be there to present on behalf of our team.

You can find more details in my LinkedIn announcement here: 👉 [ https://www.linkedin.com/feed/update/urn: li: li:

We’re looking forward to contributing to the global conversation on multi-orbit networks, 5G/6G NTN, and secure satellite connectivity. 🚀

Continue reading “Paper information” | >

In a first, scientists observe short-range order in semiconductors

Inside the microchips powering your devices, atoms aren’t just randomly scattered. They follow a hidden order that can change how semiconductors behave.

A team of researchers from the Lawrence Berkeley National Laboratory (Berkeley Lab) and George Washington University has, for the first time, observed these tiny patterns, called short-range order (SRO), directly in semiconductors.

This discovery is a game-changer, as understanding how atoms naturally arrange themselves could let researchers design materials with desirable electronic properties. Such control could revolutionize quantum computing, neuromorphic devices that mimic the brain, and advanced optical detectors.

A Systematic Review of the Use of AI in EFL and EL Classrooms for Gifted Students

There is a growing body of literature that focuses on the applicability of artificial intelligence (AI) in English as a Foreign Language (EFL) and English Language (EL) classrooms; however, educational application of AI in the EFL and EL classroom for gifted students presents a new paradigm. This paper explores the existing research to highlight current practices and future possibilities of AI for teaching EFL and EL to address gifted students’ special needs. In general, the uses of AI are being established for class instruction and intervention; nevertheless, there is still uncertainty about practitioner use of AI with gifted students in EFL and EL classrooms. This review identifies 42 examples of GenAI Models that can be used in gifted EFL and EL classrooms.

Time-released gel packs a one-two punch against aggressive brain tumors

High-grade gliomas are aggressive brain tumors with poor prognosis, largely because even after surgical removal, infiltrative residual tumor cells often regrow during the latency before radiotherapy, leading to recurrence. The standard chemoradiotherapy only modestly improves survival. A crucial window of vulnerability arises post-surgery, before radiotherapy begins, where residual tumor cells are not well addressed by systemic chemotherapy.

Prof. Feng-Huei Lin and Dr. Jason Lin from National Taiwan University have designed a local post-surgical gel packing with sequential delivery of platinum agents that could maintain therapeutic drug concentrations intracranially and synergize with subsequent radiotherapy to eliminate tissue. Their study is published in the Chemical Engineering Journal.

The cutting-edge drug-delivery gel can be directly injected into the surgical cavity following tumor resection. This gel provides sustained local delivery of platinum-based anticancer agents, ensuring effective eradication for residual glioma tissue that remain after surgery. The gel is designed to maximize the therapeutic impact while minimizing systemic exposure.

Energy-Based Transformers (EBTs) Use Gradient Descent To Gradually Predict the Next Token

A new type of transformer can check its work. Instead of guessing the next output token in one shot like a typical transformer, it starts with a rough version of the token and improves it step by step.

What’s new: Alexi Gladstone and colleagues at University of Virginia, University of Illinois Urbana-Champaign, Amazon, Stanford, and Harvard proposed the Energy-Based Transformer (EBT). Early experiments show that it scales more efficiently than transformers at relatively small sizes.

Energy-based model basics: For a given input context paired with a candidate response (for example, a prompt and potential next token), an energy-based model produces a number called “energy” that represents how likely the potential next token would follow the prompt. During training, the model learns to assign low energy if a context/potential-response pair is very likely and high energy if it’s not.

New adaptive optics system promises sharper gravitational-wave observations

Gravitational-wave detection technology is poised to make a big leap forward thanks to an instrumentation advance led by physicist Jonathan Richardson of the University of California, Riverside. A paper detailing the invention, published in the journal Optica, reports the successful development and testing of FROSTI, a full-scale prototype for controlling laser wavefronts at extreme power levels inside the Laser Interferometer Gravitational-Wave Observatory, or LIGO.

LIGO is an observatory that detects —ripples in spacetime caused by massive accelerating objects like merging black holes. It was the first to confirm their existence, supporting Einstein’s Theory of Relativity. LIGO uses two 4-km-long laser interferometers in Washington and Louisiana to capture these signals, opening a new window into the universe and deepening our understanding of , cosmology, and extreme states of matter.

LIGO’s mirrors are among the most precise and carefully engineered components of the observatory. Each mirror is 34 cm in diameter and 20 cm thick and weighs about 40 kg. The mirrors must remain perfectly still to detect distortions in spacetime smaller than 1/1,000th the diameter of a proton. Even the smallest vibration or environmental disturbance can overwhelm the gravitational wave signal.

How the brain decides which moments you’ll never forget

Boston University researchers found that ordinary moments can gain staying power if they’re connected to significant emotional events. Using studies with hundreds of participants, they showed that the brain prioritizes fragile memories when they overlap with meaningful experiences. This could help explain why we recall certain details surrounding big events and may lead to new ways of boosting learning and treating memory disorders.

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