How Rational are the Expected Inflation Rate in Australia? [PDF]
This paper uses the methodology of Pearce (1979) and Bhagestani and Noori (2008) to show that the expected rate of inflation by the market participants in Australia is more rational than the household survey forecasts by the Melbourne Institute.ARIMA ...
Rao, B. Bhaskara, Paradiso, Antonio
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Learning‐Based Soft Robotic Grasping: Recent Progress and Remaining Challenges
Advanced Robotics Research, EarlyView.This review analyzes learning‐based soft robotic grasping from a pipeline‐oriented perspective, encompassing soft gripper design, multimodal sensing, and learning‐based planning and control. It surveys key neural network architectures and benchmark datasets and identifies critical challenges such as sim‐to‐real transfer, generalization, and continual ...
Arnab Majumder +3 more
wiley +1 more source
Socioeconomic disparities in the association between macroeconomic changes and suicide: a population-level time series study in Australia. [PDF]
Lancet Reg Health West PacLaw PCF +12 more
europepmc +1 more source
Effects of U.S. Inflation on Hong Kong and Singapore [PDF]
Standard economic models predict that the choice of an exchange rate regime has important implications for the interdependency of national monetary policies, which is sometimes measured by the degree of inflation transmission across borders.
Yin-Wong Cheung, Jude Yuen
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Time History Gaussian Process Regression for Modeling the Dynamics of Ankle Exoskeleton User Comfort
Advanced Robotics Research, EarlyView.Exoskeletons need to be comfortable, but the perception of comfort may change over time. This study investigated if short‐term time history directly influences comfort. No previous trials’ input features were predictive of comfort. Including the previous trial's comfort score marginally improved model accuracy compared to a model using only the current
Axl Maberry, Bo Cheng, Anne E. Martin
wiley +1 more source
Integrating zero-inflation correction and transcriptional kinetics for single-cell transcriptomic analysis. [PDF]
PLoS Comput BiolYang C, Liao Y, Sheng Y, Jiao F.
europepmc +1 more source
Deep Contrastive Learning for High‐Throughput Prediction of Drug Resistance Mutations from Sequences
Advanced Science, EarlyView.This study presents DeepMutDTA, a deep learning framework aimed at predicting mutation‐induced changes in protein‐drug interactions and prioritizing variants potentially linked to drug resistance. Trained on large‐scale data, it incorporates SimSiam‐MuTF, a label‐aware contrastive fine‐tuning strategy that encourages separation between WT and MT ...
Xiaowen Hu +7 more
wiley +1 more source
Analysis of the Impact of Disaggregates Government Expenditure on Economic Growth in Iraq. [PDF]
F1000ResQasim Mohammed A, Khamis Abd M.
europepmc +1 more source
Inflation Targeting and the Inflation Process: Lessons from an Open Economy [PDF]
In an open economy inflation-targeting framework, whether policy makers should target aggregate or non-traded inflation depends on the structural relationships in the economy. This paper shows that in a small empirical model of the Australian economy, it
Guy Debelle, Jenny Wilkinson
core
Perspective: Hollow Core Optical Fibres for Ultraviolet and Visible Wavelengths
Advanced Science, EarlyView.Hollow core optical fibres bypass material constraints that limit optical fibres at ultraviolet and visible wavelengths. However, their challenging fabrication has limited their development, and significant gains in performance remain possible. In this perspective we outline approaches to enable the next generation of fibres for shorter wavelengths ...
Robbie Mears +5 more
wiley +1 more source