Skip to main content
Exam Answer TemplatesCELE · Engineering MathematicsReal content

CELE Engineering MathematicsDifferential EquationsExam Answer Templates

Exam-style answer templates for Differential Equations — how to answer CELE Engineering Mathematics questions when Professional Regulation Commission (PRC) — Board of Civil Engineering asks about this chapter. Use these as your mental checklist on exam day.

Exam context

Professional Regulation Commission (PRC) — Board of Civil Engineering runs the Civil Engineer Licensure Examination on May and November 2026. Its Engineering Mathematics section sits under a "Core" weighting, and Differential Equations is the 7th chapter in the 10-chapter CELE Engineering Mathematics rotation. The CELE passing mark is 70% weighted average, no sub-test below 50%, and the most recent 2026 paper drew about a meaningful share of questions from Engineering Mathematics.

Differential Equations - Exam Answer Templates

In the PRC Civil Engineer Licensure Examination, Engineering Mathematics accounts for a significant portion of the overall score. Differential Equations questions reward structured, step-by-step solutions. Examiners award partial marks for correct setup, correct formula application, and correct intermediate steps — even if the final numerical answer contains a minor arithmetic error. Mastering the exact format of a boardworthy answer (Given → Formula → Substitution → Solution → Boxed Answer) is not just good practice; it is the difference between passing and failing. These templates show you precisely how to write each type of DE answer to capture every available mark.

Templates

Define a differential equation and state its order and degree. [1 mark]

Marks

1

Topic

Classification of Differential Equations

Difficulty

easy

Template Id

T1

Examiner Tip

One-mark questions reward precision. Two correct keyword concepts (order = highest derivative; degree = power of that derivative) are sufficient. Do not over-explain.

Model Answer

A differential equation is an equation relating a function and one or more of its derivatives. The order is the highest derivative present; the degree is the power of that highest-order derivative once the equation is expressed as a polynomial in its derivatives.

Question Type

very_short_answer

Answer Structure

  • Line 1: Define differential equation (relation between function and its derivatives) [½ mark]
  • Line 2: Define order (highest derivative) and degree (power of that derivative) [½ mark]

Scoring Breakdown

Marks

1

Criteria

Correct definition with both 'order' and 'degree' correctly identified

Common Mark Deductions

  • Confusing order with degree — they are not the same
  • Stating degree without the condition that the equation must be polynomial (radical-free) in derivatives
  • Incomplete definition that omits mention of derivatives

Key Phrases To Include

  • highest derivative
  • order
  • degree
  • polynomial in its derivatives

Classify the ODE: (d²y/dx²)³ + 5(dy/dx) = x². State its order, degree, and whether it is linear or nonlinear. [2 marks]

Marks

2

Topic

Classification of Differential Equations

Difficulty

easy

Template Id

T2

Examiner Tip

Always give the reason for linearity/nonlinearity. An answer that says 'nonlinear' without explanation earns only half the available mark.

Model Answer

Given: (d²y/dx²)³ + 5(dy/dx) = x² Order = 2 (highest derivative is the second derivative) Degree = 3 (the second derivative is raised to the power 3) Type: Nonlinear — because the highest-order derivative (d²y/dx²) appears with a power greater than 1. ∴ The ODE is of order 2, degree 3, and is nonlinear.

Question Type

short_answer

Answer Structure

  • Step 1: Identify highest derivative → order = 2 [½ mark]
  • Step 2: Identify power of highest derivative → degree = 3 [½ mark]
  • Step 3: Assess linearity — power > 1 on d²y/dx² → nonlinear [1 mark]

Scoring Breakdown

Marks

1

Criteria

Correct order (2) and degree (3) both stated

Marks

1

Criteria

Correct classification as nonlinear with valid reason

Common Mark Deductions

  • Confusing order (2) with degree (3) — the most common error on this question type
  • Calling it linear because x² is linear in x — linearity refers to the dependent variable y and its derivatives, not x
  • Omitting the reason for the linearity classification

Key Phrases To Include

  • order 2
  • degree 3
  • nonlinear
  • highest-order derivative raised to power greater than 1

Solve the separable ODE: dy/dx = 2xy, given y(0) = 3. [3 marks]

Marks

3

Topic

First-Order Separable ODEs

Difficulty

easy

Template Id

T3

Examiner Tip

Three-mark separable ODE questions almost always follow: separate → integrate → apply IC. Each step earns exactly one mark. Never skip writing the separated form — it is an explicit mark.

Model Answer

Given: dy/dx = 2xy, y(0) = 3 Required: y(x) Solution: Step 1 — Separate variables: dy/y = 2x dx Step 2 — Integrate both sides: ∫ dy/y = ∫ 2x dx ln|y| = x² + C₁ Step 3 — Exponentiate: |y| = e^(x² + C₁) = e^(C₁) · e^(x²) y = C e^(x²) where C = ±e^(C₁) Step 4 — Apply initial condition y(0) = 3: 3 = C · e^(0) = C ∴ C = 3 ∴ y = 3e^(x²) ← Final Answer

Question Type

numerical

Answer Structure

  • Step 1: Separate variables — dy/y = 2x dx [1 mark]
  • Step 2: Integrate both sides correctly — ln|y| = x² + C [1 mark]
  • Step 3: Apply initial condition to find C = 3 [1 mark]

Scoring Breakdown

Marks

1

Criteria

Variables correctly separated (all y on left, all x on right)

Marks

1

Criteria

Both sides correctly integrated: ln|y| = x² + C

Marks

1

Criteria

Initial condition applied correctly and final answer y = 3e^(x²) stated

Common Mark Deductions

  • Forgetting the constant of integration C after integrating
  • Not applying the initial condition — leaving the answer as y = Ce^(x²) without finding C
  • Incorrect integration: writing ∫dy/y = y² / 2 instead of ln|y|
  • Missing absolute value in ln|y| (minor, but noted by strict examiners)

Key Phrases To Include

  • separate variables
  • dy/y
  • integrate both sides
  • ln|y|
  • apply initial condition
  • C = 3

Find the integrating factor for the linear ODE: dy/dx + (2/x)y = x³. [2 marks]

Marks

2

Topic

First-Order Linear ODEs

Difficulty

easy

Template Id

T4

Examiner Tip

Always write μ = e^(∫P dx) as the formula before substituting. This formula line earns the method mark independent of the arithmetic that follows.

Model Answer

Given: dy/dx + (2/x)y = x³ → Standard form: dy/dx + P(x)y = Q(x) Step 1 — Identify P(x): P(x) = 2/x Step 2 — Compute integrating factor: μ = e^(∫P dx) = e^(∫(2/x) dx) = e^(2 ln|x|) = e^(ln x²) = x² ∴ Integrating factor μ = x²

Question Type

short_answer

Answer Structure

  • Step 1: Identify standard form and state P(x) = 2/x [1 mark]
  • Step 2: Correctly compute μ = e^(∫P dx) = x² [1 mark]

Scoring Breakdown

Marks

1

Criteria

Correct identification of P(x) = 2/x from standard form

Marks

1

Criteria

Correct evaluation of μ = e^(2 ln x) = x²

Common Mark Deductions

  • Not rewriting in standard form first — P(x) and Q(x) must be clearly separated
  • Errors in integrating 2/x: writing x²/2 instead of 2 ln|x|
  • Failing to simplify e^(2 ln x) to x²

Key Phrases To Include

  • standard form
  • P(x) = 2/x
  • integrating factor
  • μ = e^(∫P dx)

Solve the linear ODE: dy/dx + (2/x)y = x³, given y(1) = 1. [5 marks]

Marks

5

Topic

First-Order Linear ODEs

Difficulty

medium

Template Id

T5

Examiner Tip

In a 5-mark linear ODE, each logical step is worth exactly 1 mark. Never skip the 'd/dx[μy]' recognition — it is the pivot of the entire method and earns a dedicated mark.

Model Answer

Given: dy/dx + (2/x)y = x³, y(1) = 1 Required: y(x) ─── Step 1: Standard form ─── dy/dx + P(x)y = Q(x) where P(x) = 2/x, Q(x) = x³ ─── Step 2: Integrating factor ─── μ = e^(∫(2/x) dx) = e^(2 ln x) = x² ─── Step 3: Multiply both sides by μ ─── x² dy/dx + 2xy = x⁵ d/dx [x² y] = x⁵ ─── Step 4: Integrate both sides ─── x² y = ∫ x⁵ dx = x⁶/6 + C ─── Step 5: Solve for y ─── y = x⁴/6 + C/x² ─── Step 6: Apply initial condition y(1) = 1 ─── 1 = (1)⁴/6 + C/(1)² 1 = 1/6 + C C = 1 − 1/6 = 5/6 ∴ y = x⁴/6 + 5/(6x²) ← Final Answer

Question Type

numerical

Answer Structure

  • Step 1: Write standard form, identify P(x) and Q(x) [1 mark]
  • Step 2: Compute integrating factor μ = x² [1 mark]
  • Step 3: Multiply through and recognize d/dx[μy] = μQ(x) [1 mark]
  • Step 4: Integrate and include constant C [1 mark]
  • Step 5: Apply IC y(1) = 1 to find C = 5/6 and write final answer [1 mark]

Scoring Breakdown

Marks

1

Criteria

Correct standard form with P(x) and Q(x) identified

Marks

1

Criteria

Correct integrating factor μ = x²

Marks

1

Criteria

Left-hand side correctly written as d/dx[x²y] = x⁵

Marks

1

Criteria

Correct integration: x²y = x⁶/6 + C

Marks

1

Criteria

C = 5/6 found correctly and final answer boxed

Common Mark Deductions

  • Multiplying only the left side by μ and forgetting to multiply Q(x) — loses Step 3 mark
  • Not writing the LHS as a derivative: d/dx[μy] — misses the key recognition step
  • Forgetting the constant C after integration — then no IC application possible
  • Arithmetic error in applying IC, but correct method still earns 4/5 marks

Key Phrases To Include

  • integrating factor
  • μ = x²
  • d/dx[x²y]
  • multiply both sides
  • x²y = x⁶/6 + C
  • apply initial condition
  • C = 5/6

Test if the equation (2xy + y²)dx + (x² + 2xy)dy = 0 is exact, and solve it. [5 marks]

Marks

5

Topic

Exact Differential Equations

Difficulty

hard

Template Id

T6

Examiner Tip

Show the partial derivatives in full, not just the final values. Examiners need to see the differentiation process to award the exactness mark.

Model Answer

Given: M dx + N dy = 0 where M = 2xy + y², N = x² + 2xy Required: Verify exactness; find solution F(x, y) = C ─── Step 1: Check exactness ─── ∂M/∂y = 2x + 2y ∂N/∂x = 2x + 2y Since ∂M/∂y = ∂N/∂x, the equation IS exact. ✓ ─── Step 2: Find F(x, y) from ∂F/∂x = M ─── F = ∫M dx = ∫(2xy + y²) dx = x²y + xy² + g(y) ─── Step 3: Use ∂F/∂y = N to find g(y) ─── ∂F/∂y = x² + 2xy + g'(y) = x² + 2xy (= N) g'(y) = 0 → g(y) = constant (absorbed into C) ─── Step 4: Write general solution ─── ∴ F(x, y) = x²y + xy² = C ← Final Answer

Question Type

numerical

Answer Structure

  • Step 1: Compute ∂M/∂y and ∂N/∂x; confirm they are equal → exactness established [1 mark]
  • Step 2: Integrate M w.r.t. x to get F = x²y + xy² + g(y) [1 mark]
  • Step 3: Differentiate F w.r.t. y, equate to N, solve for g'(y) = 0 [1 mark]
  • Step 4: State g(y) = const and write final solution x²y + xy² = C [1 mark]
  • Step 5: Complete logical flow from exactness check to final implicit solution [1 mark]

Scoring Breakdown

Marks

1

Criteria

Both partial derivatives computed and shown equal

Marks

1

Criteria

F correctly obtained by integrating M with respect to x

Marks

1

Criteria

g(y) correctly found by differentiating F w.r.t. y and equating to N

Marks

1

Criteria

g'(y) = 0 correctly concluded

Marks

1

Criteria

Final implicit solution F = C stated clearly

Common Mark Deductions

  • Failing to state the exactness condition ∂M/∂y = ∂N/∂x before checking
  • Integrating N dy first instead of M dx — valid, but must be consistent; mixing approaches loses marks
  • Dropping the arbitrary function g(y) when integrating M w.r.t. x
  • Forgetting to equate ∂F/∂y to N — skipping this step loses 2 consecutive marks

Key Phrases To Include

  • ∂M/∂y = ∂N/∂x
  • exact equation
  • ∂F/∂x = M
  • ∂F/∂y = N
  • g'(y) = 0
  • x²y + xy² = C

Solve y'' − 5y' + 6y = 0 completely. [3 marks]

Marks

3

Topic

Higher-Order Linear ODEs — Distinct Real Roots

Difficulty

easy

Template Id

T7

Examiner Tip

The characteristic equation approach is worth 1 mark by itself. Even if you cannot factor the quadratic, using the quadratic formula to get correct m values still earns the roots mark.

Model Answer

Given: y'' − 5y' + 6y = 0 Required: General solution y(x) Step 1 — Write the characteristic equation: m² − 5m + 6 = 0 Step 2 — Solve (factor): (m − 2)(m − 3) = 0 m₁ = 2, m₂ = 3 (distinct real roots) Step 3 — Write general solution: y = C₁e^(2x) + C₂e^(3x) ← Final Answer

Question Type

numerical

Answer Structure

  • Step 1: Write characteristic equation m² − 5m + 6 = 0 [1 mark]
  • Step 2: Find roots m = 2, m = 3 [1 mark]
  • Step 3: State general solution y = C₁e^(2x) + C₂e^(3x) [1 mark]

Scoring Breakdown

Marks

1

Criteria

Characteristic equation correctly formed (replace y'' → m², y' → m, y → 1)

Marks

1

Criteria

Both roots m = 2 and m = 3 correctly found

Marks

1

Criteria

General solution correctly written with two arbitrary constants C₁, C₂

Common Mark Deductions

  • Writing the characteristic equation as m² − 5m + 6 = y (including y) instead of = 0
  • Correct roots but wrong solution form — e.g., writing y = C₁e^(2x) only (one term)
  • Using C₁ and C₂ without superscript: writing e2x instead of e^(2x) — penalized in strict marking

Key Phrases To Include

  • characteristic equation
  • m² − 5m + 6 = 0
  • distinct real roots
  • m = 2, m = 3
  • C₁e^(2x) + C₂e^(3x)

Solve y'' − 6y' + 9y = 0 completely. [3 marks]

Marks

3

Topic

Higher-Order Linear ODEs — Repeated Roots

Difficulty

medium

Template Id

T8

Examiner Tip

The repeated-root form (C₁ + C₂x)e^(mx) is tested almost every board exam cycle. Memorize it and its derivation rationale (reduction of order).

Model Answer

Given: y'' − 6y' + 9y = 0 Required: General solution y(x) Step 1 — Characteristic equation: m² − 6m + 9 = 0 Step 2 — Solve: (m − 3)² = 0 m = 3 (repeated root, multiplicity 2) Step 3 — General solution for repeated root: y = (C₁ + C₂x)e^(3x) ← Final Answer

Question Type

numerical

Answer Structure

  • Step 1: Form characteristic equation m² − 6m + 9 = 0 [1 mark]
  • Step 2: Identify repeated root m = 3 [1 mark]
  • Step 3: Write correct solution form y = (C₁ + C₂x)e^(3x) [1 mark]

Scoring Breakdown

Marks

1

Criteria

Correct characteristic equation

Marks

1

Criteria

Repeated root m = 3 identified

Marks

1

Criteria

Correct repeated-root solution form (C₁ + C₂x)e^(3x)

Common Mark Deductions

  • Writing y = C₁e^(3x) + C₂e^(3x) — this is the distinct-root form applied to a repeated root; loses the solution mark
  • Factoring incorrectly and getting m = 3 and m = −3
  • Omitting the x factor in C₂x — the most common error on repeated-root problems

Key Phrases To Include

  • repeated root
  • m = 3 twice
  • (C₁ + C₂x)e^(3x)
  • multiplicity 2

Solve y'' + 4y = 0. [3 marks]

Marks

3

Topic

Higher-Order Linear ODEs — Complex Roots

Difficulty

medium

Template Id

T9

Examiner Tip

For purely imaginary roots (no real part), e^(0·x) = 1, so the exponential term vanishes. Write this simplification explicitly to earn full marks.

Model Answer

Given: y'' + 4y = 0 Required: General solution y(x) Step 1 — Characteristic equation: m² + 4 = 0 m² = −4 m = ±2i (purely imaginary, i.e., α = 0, β = 2) Step 2 — Complex root solution form: y = e^(αx)[C₁cos(βx) + C₂sin(βx)] = e^(0)[C₁cos(2x) + C₂sin(2x)] Step 3 — Final answer: y = C₁cos(2x) + C₂sin(2x) ← Final Answer

Question Type

numerical

Answer Structure

  • Step 1: Form characteristic equation, solve to get m = ±2i [1 mark]
  • Step 2: Identify α = 0, β = 2 [1 mark]
  • Step 3: Write general solution y = C₁cos(2x) + C₂sin(2x) [1 mark]

Scoring Breakdown

Marks

1

Criteria

Characteristic equation m² + 4 = 0 and complex roots m = ±2i found

Marks

1

Criteria

Complex root parameters: α = 0, β = 2 correctly identified

Marks

1

Criteria

Correct final form y = C₁cos(2x) + C₂sin(2x)

Common Mark Deductions

  • Writing y = e^(2x)(C₁cos + C₂sin) — incorrectly including e^(2x) when α = 0
  • Giving only one trigonometric term in the solution
  • Confusing β = 2 with β = 4 (from m² = −4, students sometimes take β = 4)

Key Phrases To Include

  • complex roots
  • m = ±2i
  • α = 0
  • β = 2
  • C₁cos(2x) + C₂sin(2x)

A bacterial culture initially contains 500 cells. After 3 hours, the population is 4000. (a) Find the growth constant k. (b) Find the population after 6 hours. [5 marks]

Marks

5

Topic

Growth and Decay Applications

Difficulty

medium

Template Id

T10

Examiner Tip

Always verify: at t = 6 h (two 3-hour periods), the population should double twice: 500 × 2 × 2 × 2 × 2 = no — actually, 8³ happens for each 3-hour interval — but since it triples every period by factor 8, y(6) = 500 × 8² = 32 000. Use this as a quick sanity check.

Model Answer

Given: y₀ = 500, y(3) = 4000 Required: (a) k; (b) y(6) Governing Equation: dy/dt = ky → y = y₀ e^(kt) ─── Part (a): Find k ─── At t = 3 h: y(3) = 4000 4000 = 500 e^(3k) e^(3k) = 4000/500 = 8 3k = ln 8 = 3 ln 2 k = ln 2 = 0.6931 hr⁻¹ ─── Part (b): Find y(6) ─── y(6) = 500 e^(0.6931 × 6) = 500 e^(4.1589) = 500 × 64 = 32 000 cells ∴ (a) k = ln 2 ≈ 0.6931 hr⁻¹ (b) y(6) = 32 000 cells ← Final Answers

Question Type

numerical

Answer Structure

  • Step 1: State governing equation y = y₀e^(kt) [1 mark]
  • Step 2: Substitute y₀ = 500, y(3) = 4000 to set up equation for k [1 mark]
  • Step 3: Solve k = ln 2 / 1 = 0.6931 hr⁻¹ [1 mark]
  • Step 4: Substitute into y(6) with found k [1 mark]
  • Step 5: Evaluate y(6) = 32 000 cells with unit [1 mark]

Scoring Breakdown

Marks

1

Criteria

Correct governing equation dy/dt = ky → y = y₀e^(kt) stated

Marks

1

Criteria

Correct substitution of initial and given conditions

Marks

1

Criteria

k = ln 2 ≈ 0.6931 hr⁻¹ with unit

Marks

1

Criteria

y(6) correctly set up using found k

Marks

1

Criteria

y(6) = 32 000 cells computed and stated with unit

Common Mark Deductions

  • Forgetting to state the governing differential equation — loses method mark
  • Leaving k as ln 8 / 3 without simplifying — loses partial credit for k
  • Using k from part (a) in a rounded form causing compounded error in part (b)
  • Omitting units: k must have units of hr⁻¹, and y(6) must have units of cells

Key Phrases To Include

  • y = y₀e^(kt)
  • k = ln 2
  • k = 0.6931 hr⁻¹
  • y(6) = 32 000 cells
  • growth constant

A body at 80°C is placed in a room at 20°C. After 5 minutes, it cools to 60°C. Find its temperature after 15 minutes. (Use Newton's Law of Cooling.) [5 marks]

Marks

5

Topic

Newton's Law of Cooling

Difficulty

medium

Template Id

T11

Examiner Tip

Notice that T − T_s at t = 5 is 40 (= 60 × 2/3), at t = 10 is 60 × (2/3)² = 26.67, and at t = 15 is 60 × (2/3)³ = 17.78. Recognizing this geometric pattern allows a fast check.

Model Answer

Given: T₀ = 80°C, T_s = 20°C (surroundings), T(5) = 60°C Required: T(15) Governing Equation (Newton's Law of Cooling): dT/dt = −k(T − T_s) → T(t) = T_s + (T₀ − T_s) e^(−kt) T(t) = 20 + 60 e^(−kt) ─── Step 1: Find k from T(5) = 60 ─── 60 = 20 + 60 e^(−5k) 40 = 60 e^(−5k) e^(−5k) = 40/60 = 2/3 −5k = ln(2/3) k = −ln(2/3)/5 = ln(3/2)/5 = 0.08109 min⁻¹ ─── Step 2: Find T(15) ─── T(15) = 20 + 60 e^(−0.08109 × 15) = 20 + 60 e^(−1.2164) = 20 + 60 × (2/3)³ = 20 + 60 × 8/27 = 20 + 17.78 = 37.78°C ≈ 37.8°C ∴ T(15) ≈ 37.8°C ← Final Answer

Question Type

numerical

Answer Structure

  • Step 1: State Newton's Law of Cooling equation and general solution form [1 mark]
  • Step 2: Substitute T_s, T₀ to get T(t) = 20 + 60e^(−kt) [1 mark]
  • Step 3: Apply T(5) = 60 and solve for k = ln(3/2)/5 [1 mark]
  • Step 4: Substitute k and t = 15 into T(t) [1 mark]
  • Step 5: Evaluate T(15) ≈ 37.8°C with unit °C [1 mark]

Scoring Breakdown

Marks

1

Criteria

Correct governing equation dT/dt = −k(T − T_s) stated

Marks

1

Criteria

General solution T(t) = 20 + 60e^(−kt) correctly set up

Marks

1

Criteria

k = ln(3/2)/5 ≈ 0.0811 min⁻¹ correctly evaluated

Marks

1

Criteria

T(15) correctly substituted

Marks

1

Criteria

T(15) ≈ 37.8°C with unit stated

Common Mark Deductions

  • Positive sign in dT/dt = +k(T − T_s) — sign error means the body heats up instead of cools
  • Using T₀ − T_s = 80 − 20 = 60 incorrectly as T_s = 0 — must keep T_s in the formula
  • Not substituting t = 15 (three 5-minute periods) without recognizing the geometric progression shortcut
  • Rounding k too early (e.g., k = 0.08) causing significant error in T(15)

Key Phrases To Include

  • Newton's Law of Cooling
  • dT/dt = −k(T − T_s)
  • T(t) = T_s + (T₀ − T_s)e^(−kt)
  • k = ln(3/2)/5
  • T(15) ≈ 37.8°C

Radium-226 has a half-life of 1600 years. What fraction remains after 4000 years? [3 marks]

Marks

3

Topic

Radioactive Decay — Applications

Difficulty

medium

Template Id

T12

Examiner Tip

After finding k, substitute as k = ln2/1600 symbolically before reaching for a calculator. This avoids rounding errors and shows the examiner your mastery of the method.

Model Answer

Given: Half-life t₁/₂ = 1600 yr, t = 4000 yr Required: Fraction remaining y/y₀ Step 1 — Find decay constant k: y = y₀ e^(−kt) At t = 1600: y = y₀/2 y₀/2 = y₀ e^(−1600k) 1/2 = e^(−1600k) k = ln 2 / 1600 = 4.332 × 10⁻⁴ yr⁻¹ Step 2 — Fraction at t = 4000 yr: y/y₀ = e^(−kt) = e^(−4000 × ln2/1600) = e^(−(4000/1600) ln2) = e^(−2.5 ln2) = 2^(−2.5) = 1 / (2^2.5) = 1 / (4√2) ≈ 0.1768 ∴ Fraction remaining ≈ 0.177 (17.7%) ← Final Answer

Question Type

numerical

Answer Structure

  • Step 1: Use half-life condition to find k = ln2/1600 [1 mark]
  • Step 2: Compute y/y₀ = e^(−4000k) using exact k [1 mark]
  • Step 3: Simplify to 2^(−2.5) = 1/(4√2) ≈ 0.177 [1 mark]

Scoring Breakdown

Marks

1

Criteria

Half-life condition 1/2 = e^(−1600k) used correctly to find k

Marks

1

Criteria

Fraction y/y₀ = e^(−4000k) set up and evaluated

Marks

1

Criteria

Final fraction ≈ 0.177 (or 2^(−2.5)) stated

Common Mark Deductions

  • Using k = −ln2/1600 as a positive constant then placing a positive exponent — double-negative error
  • Computing 4000/1600 = 2.5 but then evaluating 2^(2.5) instead of 2^(−2.5)
  • Forgetting to express the answer as a fraction or percentage — 0.177 or 17.7% required

Key Phrases To Include

  • half-life
  • k = ln2/t₁/₂
  • y/y₀ = e^(−kt)
  • 2^(−2.5)
  • 0.177

A 100-litre tank initially contains 10 kg of salt dissolved in water. Brine containing 0.5 kg/L of salt enters at 5 L/min, and the well-stirred solution leaves at 5 L/min. Set up and solve the DE for the salt amount Q(t). [5 marks]

Marks

5

Topic

Mixing Tank Applications

Difficulty

hard

Template Id

T13

Examiner Tip

The mixing problem is a near-guaranteed 5-mark question in PRC CE board exams. The key phrase 'rate in − rate out' always starts the model answer. Steady-state value (Q → 50 kg) is an excellent self-check.

Model Answer

Given: V = 100 L (constant), Q₀ = 10 kg, inflow: 0.5 kg/L × 5 L/min = 2.5 kg/min; outflow concentration = Q/100 kg/L × 5 L/min = Q/20 kg/min Required: Q(t) ─── Step 1: Set up the DE ─── dQ/dt = Rate in − Rate out dQ/dt = 2.5 − Q/20 ─── Step 2: Rewrite in standard linear form ─── dQ/dt + (1/20)Q = 2.5 ─── Step 3: Integrating factor ─── μ = e^(∫(1/20) dt) = e^(t/20) ─── Step 4: Multiply and integrate ─── d/dt [Q e^(t/20)] = 2.5 e^(t/20) Q e^(t/20) = ∫ 2.5 e^(t/20) dt = 2.5 × 20 e^(t/20) + C = 50 e^(t/20) + C Q(t) = 50 + C e^(−t/20) ─── Step 5: Apply IC Q(0) = 10 ─── 10 = 50 + C C = −40 ∴ Q(t) = 50 − 40 e^(−t/20) [kg] ← Final Answer Steady-state check: as t → ∞, Q → 50 kg ✓ (= 0.5 kg/L × 100 L)

Question Type

numerical

Answer Structure

  • Step 1: Formulate dQ/dt = Rate in − Rate out = 2.5 − Q/20 [1 mark]
  • Step 2: Rewrite in standard linear form and find integrating factor e^(t/20) [1 mark]
  • Step 3: Multiply through and write as d/dt[Qe^(t/20)] [1 mark]
  • Step 4: Integrate to get Q(t) = 50 + Ce^(−t/20) [1 mark]
  • Step 5: Apply Q(0) = 10 → C = −40; state Q(t) = 50 − 40e^(−t/20) [1 mark]

Scoring Breakdown

Marks

1

Criteria

Rate in = 2.5 kg/min and rate out = Q/20 kg/min both correctly identified

Marks

1

Criteria

DE in standard linear form; μ = e^(t/20) correct

Marks

1

Criteria

LHS written as d/dt[Qe^(t/20)] — key recognition step

Marks

1

Criteria

Integration gives Q = 50 + Ce^(−t/20) with C

Marks

1

Criteria

IC applied; C = −40; final answer stated with unit kg

Common Mark Deductions

  • Using outflow rate as 0.5 kg/L × 5 L/min instead of Q/100 × 5 — incorrect because concentration changes with Q
  • Forgetting that volume is constant — if inflow ≠ outflow rate, volume changes and the DE becomes more complex
  • Sign error: writing dQ/dt = Rate out − Rate in gives a decreasing-only solution — physically wrong here
  • Omitting the steady-state check or units for the final answer

Key Phrases To Include

  • rate in − rate out
  • dQ/dt + Q/20 = 2.5
  • integrating factor e^(t/20)
  • Q(t) = 50 − 40e^(−t/20)
  • steady state

Find the general solution of y'' + 6y' + 9y = 0 and apply initial conditions y(0) = 2, y'(0) = −1. [5 marks]

Marks

5

Topic

Higher-Order Linear ODEs — Initial Value Problem

Difficulty

hard

Template Id

T14

Examiner Tip

When differentiating y = (C₁ + C₂x)e^(−3x), explicitly write 'by product rule' before differentiating. This labels the step and earns the differentiation mark even if there is a minor slip.

Model Answer

Given: y'' + 6y' + 9y = 0, y(0) = 2, y'(0) = −1 Required: Particular solution y(x) ─── Step 1: Characteristic equation ─── m² + 6m + 9 = 0 (m + 3)² = 0 m = −3 (repeated root) ─── Step 2: General solution ─── y = (C₁ + C₂x) e^(−3x) ─── Step 3: Apply y(0) = 2 ─── 2 = (C₁ + 0) e^0 = C₁ C₁ = 2 ─── Step 4: Find y' ─── y' = C₂ e^(−3x) + (C₁ + C₂x)(−3) e^(−3x) = [C₂ − 3(C₁ + C₂x)] e^(−3x) ─── Step 5: Apply y'(0) = −1 ─── −1 = [C₂ − 3C₁] e^0 = C₂ − 3(2) = C₂ − 6 C₂ = 5 ∴ y = (2 + 5x) e^(−3x) ← Final Answer

Question Type

numerical

Answer Structure

  • Step 1: Characteristic equation → repeated root m = −3 [1 mark]
  • Step 2: General solution y = (C₁ + C₂x)e^(−3x) [1 mark]
  • Step 3: Apply y(0) = 2 → C₁ = 2 [1 mark]
  • Step 4: Differentiate y correctly using product rule [1 mark]
  • Step 5: Apply y'(0) = −1 → C₂ = 5; state final particular solution [1 mark]

Scoring Breakdown

Marks

1

Criteria

Characteristic equation correctly formed and repeated root m = −3 found

Marks

1

Criteria

General solution correctly written as (C₁ + C₂x)e^(−3x)

Marks

1

Criteria

C₁ = 2 found from y(0) = 2

Marks

1

Criteria

y' correctly differentiated using product rule

Marks

1

Criteria

C₂ = 5 found from y'(0) = −1 and particular solution stated

Common Mark Deductions

  • Differentiating y' = C₂ e^(−3x) without the product rule — forgetting to differentiate (C₁ + C₂x)
  • Writing the wrong general solution form C₁e^(−3x) + C₂e^(−3x) — these are linearly dependent
  • Applying both ICs simultaneously without first finding y' — disorganized approach loses marks
  • Final answer not simplified; leaving C₁ and C₂ symbolic

Key Phrases To Include

  • repeated root
  • m = −3
  • (C₁ + C₂x)e^(−3x)
  • product rule
  • C₁ = 2
  • C₂ = 5
  • particular solution

Define the Laplace transform and write L{e^(at)} and L{sin(bt)}. [2 marks]

Marks

2

Topic

Laplace Transform

Difficulty

easy

Template Id

T15

Examiner Tip

Board exams frequently test Laplace transform pairs as 2-mark questions. Memorize the table: e^(at) → 1/(s−a); sin(bt) → b/(s²+b²); cos(bt) → s/(s²+b²); t^n → n!/s^(n+1).

Model Answer

The Laplace transform of a function f(t) is defined as: L{f(t)} = F(s) = ∫₀^∞ e^(−st) f(t) dt, s > a (for convergence) Standard transforms: L{e^(at)} = 1/(s − a), s > a L{sin(bt)} = b/(s² + b²), s > 0

Question Type

short_answer

Answer Structure

  • Line 1: State the integral definition of the Laplace transform [1 mark]
  • Line 2: State both L{e^(at)} = 1/(s−a) and L{sin(bt)} = b/(s²+b²) [1 mark]

Scoring Breakdown

Marks

1

Criteria

Correct integral definition ∫₀^∞ e^(−st) f(t) dt

Marks

1

Criteria

Both transforms correctly stated with correct forms

Common Mark Deductions

  • Writing L{e^(at)} = 1/(s + a) — sign error in denominator
  • Writing L{sin(bt)} = 1/(s² + b²) without the b numerator
  • Omitting lower limit of integration (should be 0 for one-sided Laplace transform)

Key Phrases To Include

  • ∫₀^∞ e^(−st) f(t) dt
  • 1/(s − a)
  • b/(s² + b²)
  • convergence condition s > a

Mark Wise Strategy

Dos

  • Use precise technical terms (e.g., 'order is the highest derivative present')
  • State both parts of a definition if the question asks for two items
  • Write formulas symbolically: μ = e^(∫P dx) not just 'integrating factor formula'

Donts

  • Do not write lengthy explanations — 3 lines maximum
  • Do not derive formulas unless asked — just state them
  • Do not leave blank; even a partial attempt may earn the mark

Marks

1

Strategy

State the single key definition, formula, or classification directly. One correct, precise statement earns the mark. Do not elaborate unnecessarily — wasted time on 1-mark items is a common board-exam mistake.

Expected Length

1–3 lines

Time Allocation

1–2 minutes

Dos

  • Separate your answer into two visible parts that map to the two marks
  • Show at least one intermediate step for calculation questions
  • Label parts: 'P(x) = ...' then 'μ = ...' on separate lines

Donts

  • Do not write the answer as one long run-on sentence
  • Do not skip showing the integrating factor formula before evaluating it
  • Do not assume the examiner will infer your reasoning — make it explicit

Marks

2

Strategy

Two-mark questions reward two distinct, correct steps or two parts of a concept. Identify both marks from the question structure (e.g., 'state and justify', 'find A and B', 'check exactness and state why'). Write each part on a new line.

Expected Length

4–6 lines

Time Allocation

3–5 minutes

Dos

  • Number every step: Step 1, Step 2, Step 3
  • State the characteristic equation or separated form explicitly before solving
  • Apply the initial condition as a separate labeled step, not inline

Donts

  • Do not combine all working into one block — marks cannot be awarded if steps are indistinguishable
  • Do not forget the constant of integration C — it will cost you a mark
  • Do not leave the answer in the form C₁e^mx + C₂e^mx for repeated roots

Marks

3

Strategy

Three-mark questions in differential equations almost always follow a three-step structure: (1) set up / identify the type, (2) execute the core method (integrate or factor), (3) apply IC or state the final form. Number your steps explicitly.

Expected Length

8–12 lines with 3–4 distinct steps

Time Allocation

6–8 minutes

Dos

  • Write 'Given:', 'Required:', and 'Solution:' headers at the start
  • State the governing DE or formula as Step 1 — this earns the first mark unconditionally
  • Box or underline the final answer with units
  • Add a sanity check (steady-state, special case, or dimensional analysis) for bonus credibility
  • For IVP problems, show IC application as a clearly labeled separate step

Donts

  • Do not skip the formula/method statement — it is 1 free mark
  • Do not use only numerical values without showing the formula substitution line
  • Do not round intermediate results — keep exact forms (e.g., k = ln2/1600) until the final step
  • Do not write a wall of unseparated working — examiners cannot award marks they cannot locate

Marks

5

Strategy

Five-mark questions test an entire solution pathway. Each logical stage earns one mark. Use the Given–Required–Solution structure. Show every substitution explicitly. End with a boxed, labeled final answer. Even with a final arithmetic error, correct method earns 4/5.

Expected Length

20–30 lines across 5–6 numbered steps

Time Allocation

10–15 minutes

General Answer Writing Tips

  • Always open with a 'Given / Required / Solution' structure for numerical problems — examiners scan for this format and award the first mark for correct problem setup.
  • State the applicable formula or method (e.g., 'Using integrating factor μ = e^(∫P dx)') before substituting values — this earns the method mark even if a computational slip follows.
  • Box or underline your final answer with correct SI units; an unboxed answer buried in working is a common reason for a missed unit/answer mark.
  • For separable equations, explicitly write the separated form (f(y) dy = g(x) dx) as a distinct numbered step before integrating — examiners check that variables were properly separated.
  • When solving the characteristic equation of a higher-order ODE, write the characteristic equation, factor it, state the roots, then write the general solution — four distinct steps that map to four potential marks.
  • Show the application of initial conditions as a separate step labeled 'Applying IC:' or 'At t = 0:' so the examiner can immediately see where you substituted and what constant you obtained.
  • For decay/growth problems, always determine k first from the given data point, then use that k in the projection — never leave k as an unsimplified expression when computing the final answer.
  • Check dimensional consistency: if the problem is in years and the answer is a population or mass, confirm your exponent is dimensionless (k × t) and state units of k as yr⁻¹ or s⁻¹ explicitly.
Loading diagram…
Loading diagram…
Loading diagram…
Loading diagram…

Ready to practise for the CELE 2026?

Super Tutor's AI review plan adapts to your weak areas and builds a weekly practice schedule around your target CELE exam date.