The study identifies a gap in the current methods
Research gap analysis derived from 3 computer_science papers in our local library.
The gap
The study identifies a gap in the current methods for predicting early-age concrete strength, which often rely on ambient curing temperatures and total durations rather than direct in-situ core temperature monitoring. The study highlights t
Evidence profile
Sourced from the stated research gap and recommendations and stated challenges of the source papers, classified as general, spanning 3 journals.
Research trend
Established — well-defined area with open sub-problems.
Supporting evidence — 3 representative gaps
- Integrated formwork removal decision framework for concrete slabs using FBG sensors and machine learning (2026) · Frontiers in Materials · doi
The study identifies a gap in the current methods for predicting early-age concrete strength, which often rely on ambient curing temperatures and total durations rather than direct in-situ core temperature monitoring. The study highlights the limitations of conventional specimen-based testing and the need for advanced predictive approaches.
generalstated research gapKeywords: study identifies gap current methods predicting early-age concrete - Performance evaluation of M30 grade concrete under carbonation influenced by humidity and temperature variations using artificial neural network (2026) · Innovative Infrastructure Solutions · doi
Low-permeability concrete, adequate cover thickness, and proper curing are strategies for reducing the risk of carbon- ation. It is worth noting that the temperature effect in this experiment is attributable solely to the 48-h duration, and that longer durations and wider temperature ranges can yield stronger microstructural and carbonation effects. Long-term monitoring and field-based validation are recommended for accurate assessment of carbonation-induced durability in concrete structures.
generalrecommendationsevidence 5/5Keywords: concrete temperature carbonation permeability adequate cover thickness proper curing strategies reducing risk carbon ation worth - Mô hình cơ - nhiệt dự báo sự thay đổi hệ số truyền nhiệt của bê tông dưới tác dụng của nhiệt độ cao (2026) · Journal of Construction · doi
The thermal conductivity of concrete is difficult to measure experimentally, especially at high temperatures. The model must account for the complex interactions between temperature, mechanical stress, and deformation and damage of concrete. The model must be validated against experimental results, which can be challenging due to the limited range of temperatures and mechanical stresses.
generalstated challengesevidence 5/5Keywords: thermal conductivity concrete difficult measure experimentally especially high
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